5 lines
195 KiB
XML
5 lines
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XML
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transform="translate(-0.5 -0.5)"><switch><foreignObject pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility" style="overflow: visible; text-align: left;"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 78px; height: 1px; padding-top: 440px; margin-left: 597px;"><div data-drawio-colors="color: rgb(0, 0, 0); " style="box-sizing: border-box; font-size: 0px; text-align: center;"><div style="display: inline-block; font-size: 16px; font-family: Georgia; color: rgb(0, 0, 0); line-height: 1.2; pointer-events: all; white-space: normal; overflow-wrap: normal;"><div><span style="font-size: 10px;">do you have</span></div><div>labeled</div><div>data</div></div></div></div></foreignObject><text x="636" y="445" fill="rgb(0, 0, 0)" font-family="Georgia" font-size="16px" text-anchor="middle">do you hav...</text></switch></g></g><g><path d="M 697.03 374.14 L 671.88 406.86" fill="none" stroke="#009900" stroke-width="3" stroke-miterlimit="10" pointer-events="stroke"/><path d="M 667.01 413.2 L 668.71 404.42 L 675.06 409.3 Z" fill="#009900" stroke="#009900" stroke-width="3" stroke-miterlimit="10" pointer-events="all"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility" style="overflow: visible; text-align: left;"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 1px; height: 1px; padding-top: 394px; margin-left: 686px;"><div data-drawio-colors="color: #009900; background-color: rgb(255, 255, 255); " style="box-sizing: border-box; font-size: 0px; text-align: center;"><div style="display: inline-block; font-size: 12px; font-family: Georgia; color: rgb(0, 153, 0); line-height: 1.2; pointer-events: all; font-weight: bold; background-color: rgb(255, 255, 255); white-space: nowrap;">YES</div></div></div></foreignObject><text x="686" y="398" fill="#009900" font-family="Georgia" font-size="12px" text-anchor="middle" font-weight="bold">YES</text></switch></g></g><g><ellipse cx="800" cy="450" rx="40" ry="35" fill="#cce5ff" stroke="#3399ff" stroke-width="5" pointer-events="all"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility" style="overflow: visible; text-align: left;"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 78px; height: 1px; padding-top: 450px; margin-left: 761px;"><div data-drawio-colors="color: rgb(0, 0, 0); " style="box-sizing: border-box; font-size: 0px; text-align: center;"><div style="display: inline-block; font-size: 16px; font-family: Georgia; color: rgb(0, 0, 0); line-height: 1.2; pointer-events: all; white-space: normal; overflow-wrap: normal;"><div><span style="font-size: 10px;">predicting a</span></div><div>quantity</div></div></div></div></foreignObject><text x="800" y="455" fill="rgb(0, 0, 0)" font-family="Georgia" font-size="16px" text-anchor="middle">predicting...</text></switch></g></g><g><path d="M 754.97 374.14 L 767.67 415.02" fill="none" stroke="#ff3333" stroke-width="3" stroke-miterlimit="10" pointer-events="stroke"/><path d="M 770.04 422.66 L 763.85 416.21 L 771.49 413.83 Z" fill="#ff3333" stroke="#ff3333" stroke-width="3" stroke-miterlimit="10" pointer-events="all"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility" style="overflow: visible; text-align: left;"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 1px; height: 1px; padding-top: 396px; margin-left: 765px;"><div data-drawio-colors="color: #FF3333; background-color: rgb(255, 255, 255); " style="box-sizing: border-box; font-size: 0px; text-align: center;"><div style="display: inline-block; font-size: 12px; font-family: Georgia; color: rgb(255, 51, 51); line-height: 1.2; pointer-events: all; font-weight: bold; background-color: rgb(255, 255, 255); white-space: nowrap;">NO</div></div></div></foreignObject><text x="765" y="399" fill="#FF3333" font-family="Georgia" font-size="12px" text-anchor="middle" font-weight="bold">NO</text></switch></g></g><g><ellipse cx="756" cy="560" rx="40" ry="35" fill="#cce5ff" stroke="#3399ff" stroke-width="5" pointer-events="all"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility" style="overflow: visible; text-align: left;"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 78px; height: 1px; padding-top: 560px; margin-left: 717px;"><div data-drawio-colors="color: rgb(0, 0, 0); " style="box-sizing: border-box; font-size: 0px; text-align: center;"><div style="display: inline-block; font-size: 16px; font-family: Georgia; color: rgb(0, 0, 0); line-height: 1.2; pointer-events: all; white-space: normal; overflow-wrap: normal;"><div><span style="font-size: 10px;">just</span></div><div>looking</div></div></div></div></foreignObject><text x="756" y="565" fill="rgb(0, 0, 0)" font-family="Georgia" font-size="16px" text-anchor="middle">just...</text></switch></g></g><g><path d="M 800 485 L 788.18 524.97" fill="none" stroke="#ff3333" stroke-width="3" stroke-miterlimit="10" pointer-events="stroke"/><path d="M 785.92 532.65 L 784.35 523.84 L 792.02 526.11 Z" fill="#ff3333" stroke="#ff3333" stroke-width="3" stroke-miterlimit="10" pointer-events="all"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility" style="overflow: visible; text-align: left;"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 1px; height: 1px; padding-top: 508px; margin-left: 797px;"><div data-drawio-colors="color: #FF3333; background-color: rgb(255, 255, 255); " style="box-sizing: border-box; font-size: 0px; text-align: center;"><div style="display: inline-block; font-size: 12px; font-family: Georgia; color: rgb(255, 51, 51); line-height: 1.2; pointer-events: all; font-weight: bold; background-color: rgb(255, 255, 255); white-space: nowrap;">NO</div></div></div></foreignObject><text x="797" y="512" fill="#FF3333" font-family="Georgia" font-size="12px" text-anchor="middle" font-weight="bold">NO</text></switch></g></g><g><ellipse cx="760" cy="670" rx="40" ry="35" fill="#cce5ff" stroke="#3399ff" stroke-width="5" pointer-events="all"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility" style="overflow: visible; text-align: left;"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 78px; height: 1px; padding-top: 670px; margin-left: 721px;"><div data-drawio-colors="color: rgb(0, 0, 0); " style="box-sizing: border-box; font-size: 0px; text-align: center;"><div style="display: inline-block; font-size: 16px; font-family: Georgia; color: rgb(0, 0, 0); line-height: 1.2; pointer-events: all; white-space: normal; overflow-wrap: normal;"><div><span style="font-size: 10px;">predicting</span></div><div>structure</div></div></div></div></foreignObject><text x="760" y="675" fill="rgb(0, 0, 0)" font-family="Georgia" font-size="16px" text-anchor="middle">predicting...</text></switch></g></g><g><path d="M 756 595 L 758.87 623.7" fill="none" stroke="#ff3333" stroke-width="3" stroke-miterlimit="10" pointer-events="stroke"/><path d="M 759.67 631.66 L 754.89 624.1 L 762.85 623.3 Z" fill="#ff3333" stroke="#ff3333" stroke-width="3" stroke-miterlimit="10" pointer-events="all"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility" style="overflow: visible; text-align: left;"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 1px; height: 1px; padding-top: 611px; margin-left: 761px;"><div data-drawio-colors="color: #FF3333; background-color: rgb(255, 255, 255); " style="box-sizing: border-box; font-size: 0px; text-align: center;"><div style="display: inline-block; font-size: 12px; font-family: Georgia; color: rgb(255, 51, 51); line-height: 1.2; pointer-events: all; font-weight: bold; background-color: rgb(255, 255, 255); white-space: nowrap;">NO</div></div></div></foreignObject><text x="761" y="615" fill="#FF3333" font-family="Georgia" font-size="12px" text-anchor="middle" font-weight="bold">NO</text></switch></g></g><g><path d="M 807.03 154.14 L 764.04 196.99" fill="none" stroke="#ff9933" stroke-width="3" stroke-miterlimit="10" pointer-events="stroke"/><path d="M 758.38 202.63 L 761.22 194.15 L 766.87 199.82 Z" fill="#ff9933" stroke="#ff9933" stroke-width="3" stroke-miterlimit="10" pointer-events="all"/></g><g><ellipse cx="626" cy="660" rx="40" ry="35" fill="#cce5ff" stroke="#3399ff" stroke-width="5" pointer-events="all"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility" style="overflow: visible; text-align: left;"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 78px; height: 1px; padding-top: 660px; margin-left: 587px;"><div data-drawio-colors="color: rgb(0, 0, 0); " style="box-sizing: border-box; font-size: 0px; text-align: center;"><div style="display: inline-block; font-size: 16px; font-family: Georgia; color: rgb(0, 0, 0); line-height: 1.2; pointer-events: all; white-space: normal; overflow-wrap: normal;"><div><span style="background-color: initial;">tough</span><br /></div><div><span style="background-color: initial;">luck</span></div></div></div></div></foreignObject><text x="626" y="665" fill="rgb(0, 0, 0)" font-family="Georgia" font-size="16px" text-anchor="middle">tough...</text></switch></g></g><g><path d="M 720 670 L 677.16 662.07" fill="none" stroke="#ff9933" stroke-width="3" stroke-miterlimit="10" pointer-events="stroke"/><path d="M 669.3 660.61 L 677.89 658.13 L 676.44 666 Z" fill="#ff9933" stroke="#ff9933" stroke-width="3" stroke-miterlimit="10" pointer-events="all"/></g><g><ellipse cx="516" cy="330" rx="40" ry="35" fill="#cce5ff" stroke="#3399ff" stroke-width="5" pointer-events="all"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility" style="overflow: visible; text-align: left;"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 78px; height: 1px; padding-top: 330px; margin-left: 477px;"><div data-drawio-colors="color: rgb(0, 0, 0); " style="box-sizing: border-box; font-size: 0px; text-align: center;"><div style="display: inline-block; font-size: 16px; font-family: Georgia; color: rgb(0, 0, 0); line-height: 1.2; pointer-events: all; white-space: normal; overflow-wrap: normal;"><font style="font-size: 16px;"><100K</font><div style=""><span style=""><font style="font-size: 10px;">samples</font></span></div></div></div></div></foreignObject><text x="516" y="335" fill="rgb(0, 0, 0)" font-family="Georgia" font-size="16px" text-anchor="middle"><100K...</text></switch></g></g><g><path d="M 607.03 415.86 L 553.02 362.14" fill="none" stroke="#009900" stroke-width="3" stroke-miterlimit="10" pointer-events="stroke"/><path d="M 547.34 356.5 L 555.84 359.31 L 550.2 364.98 Z" fill="#009900" stroke="#009900" stroke-width="3" stroke-miterlimit="10" pointer-events="all"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility" style="overflow: visible; text-align: left;"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 1px; height: 1px; padding-top: 393px; margin-left: 582px;"><div data-drawio-colors="color: #009900; background-color: rgb(255, 255, 255); " style="box-sizing: border-box; font-size: 0px; text-align: center;"><div style="display: inline-block; font-size: 12px; font-family: Georgia; color: rgb(0, 153, 0); line-height: 1.2; pointer-events: all; font-weight: bold; background-color: rgb(255, 255, 255); white-space: nowrap;">YES</div></div></div></foreignObject><text x="582" y="397" fill="#009900" font-family="Georgia" font-size="12px" text-anchor="middle" font-weight="bold">YES</text></switch></g></g><a xlink:href="../../modules/sgd.html#classification"><g><rect x="436" y="185" width="80" height="50" rx="7.5" ry="7.5" fill="#ccffe6" stroke="#00cc66" stroke-width="5" pointer-events="all"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility" style="overflow: visible; text-align: left;"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 78px; height: 1px; padding-top: 210px; margin-left: 437px;"><div data-drawio-colors="color: rgb(0, 0, 0); " style="box-sizing: border-box; font-size: 0px; text-align: center;"><div style="display: inline-block; font-size: 16px; font-family: Georgia; color: rgb(0, 0, 0); line-height: 1.2; pointer-events: all; white-space: normal; overflow-wrap: normal;">SGD<div>Classifier</div></div></div></div></foreignObject><text x="476" y="215" fill="rgb(0, 0, 0)" font-family="Georgia" font-size="16px" text-anchor="middle">SGD...</text></switch></g></g></a><g><path d="M 516 295 L 499.59 245.77" fill="none" stroke="#ff3333" stroke-width="3" stroke-miterlimit="10" pointer-events="stroke"/><path d="M 497.06 238.18 L 503.39 244.51 L 495.8 247.04 Z" fill="#ff3333" stroke="#ff3333" stroke-width="3" stroke-miterlimit="10" pointer-events="all"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility" style="overflow: visible; text-align: left;"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 1px; height: 1px; padding-top: 271px; margin-left: 507px;"><div data-drawio-colors="color: #FF3333; background-color: #FFCCCC; " style="box-sizing: border-box; font-size: 0px; text-align: center;"><div style="display: inline-block; font-size: 12px; font-family: Georgia; color: rgb(255, 51, 51); line-height: 1.2; pointer-events: all; font-weight: bold; background-color: rgb(255, 204, 204); white-space: nowrap;">NO</div></div></div></foreignObject><text x="507" y="275" fill="#FF3333" font-family="Georgia" font-size="12px" text-anchor="middle" font-weight="bold">NO</text></switch></g></g><a xlink:href="../../modules/svm.html#classification"><g><rect x="356" y="335" width="60" height="50" rx="7.5" ry="7.5" fill="#ccffe6" stroke="#00cc66" stroke-width="5" pointer-events="all"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility" style="overflow: visible; text-align: left;"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 58px; height: 1px; padding-top: 360px; margin-left: 357px;"><div data-drawio-colors="color: rgb(0, 0, 0); " style="box-sizing: border-box; font-size: 0px; text-align: center;"><div style="display: inline-block; font-size: 16px; font-family: Georgia; color: rgb(0, 0, 0); line-height: 1.2; pointer-events: all; white-space: normal; overflow-wrap: normal;">Linear<div>SVC</div></div></div></div></foreignObject><text x="386" y="365" fill="rgb(0, 0, 0)" font-family="Georgia" font-size="16px" text-anchor="middle">Linear...</text></switch></g></g></a><g><path d="M 476 330 L 426.16 354.92" fill="none" stroke="#009900" stroke-width="3" stroke-miterlimit="10" pointer-events="stroke"/><path d="M 419 358.5 L 424.37 351.34 L 427.94 358.5 Z" fill="#009900" stroke="#009900" stroke-width="3" stroke-miterlimit="10" pointer-events="all"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility" style="overflow: visible; text-align: left;"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 1px; height: 1px; padding-top: 345px; margin-left: 454px;"><div data-drawio-colors="color: #009900; background-color: #FFCCCC; " style="box-sizing: border-box; font-size: 0px; text-align: center;"><div style="display: inline-block; font-size: 12px; font-family: Georgia; color: rgb(0, 153, 0); line-height: 1.2; pointer-events: all; font-weight: bold; background-color: rgb(255, 204, 204); white-space: nowrap;">YES</div></div></div></foreignObject><text x="454" y="348" fill="#009900" font-family="Georgia" font-size="12px" text-anchor="middle" font-weight="bold">YES</text></switch></g></g><g><ellipse cx="236" cy="330" rx="40" ry="35" fill="#cce5ff" stroke="#3399ff" stroke-width="5" pointer-events="all"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility" style="overflow: visible; text-align: left;"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 78px; height: 1px; padding-top: 330px; margin-left: 197px;"><div data-drawio-colors="color: rgb(0, 0, 0); " style="box-sizing: border-box; font-size: 0px; text-align: center;"><div style="display: inline-block; font-size: 16px; font-family: Georgia; color: rgb(0, 0, 0); line-height: 1.2; pointer-events: all; white-space: normal; overflow-wrap: normal;"><div><span style="background-color: initial;">text</span><br /></div><div>data</div></div></div></div></foreignObject><text x="236" y="335" fill="rgb(0, 0, 0)" font-family="Georgia" font-size="16px" text-anchor="middle">text...</text></switch></g></g><g><path d="M 356 347.5 L 287.09 332.43" fill="none" stroke="#ff9933" stroke-width="3" stroke-miterlimit="10" pointer-events="stroke"/><path d="M 279.28 330.72 L 287.95 328.52 L 286.24 336.33 Z" fill="#ff9933" stroke="#ff9933" stroke-width="3" stroke-miterlimit="10" pointer-events="all"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility" style="overflow: visible; text-align: left;"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 1px; height: 1px; padding-top: 344px; margin-left: 321px;"><div data-drawio-colors="color: #CC6600; background-color: #FFCCCC; " style="box-sizing: border-box; font-size: 0px; text-align: center;"><div style="display: inline-block; font-size: 12px; font-family: Helvetica; color: rgb(204, 102, 0); line-height: 1.2; pointer-events: all; font-weight: bold; background-color: rgb(255, 204, 204); white-space: nowrap;"><span style="color: rgb(77, 81, 86); font-family: "Google Sans", arial, sans-serif; font-size: 16px; font-weight: 400; text-align: start; text-wrap: wrap;">😭</span></div></div></div></foreignObject><text x="321" y="348" fill="#CC6600" font-family="Helvetica" font-size="12px" text-anchor="middle" font-weight="bold">😭</text></switch></g></g><a xlink:href="../../modules/kernel_approximation.html"><g><rect x="256" y="125" width="120" height="50" rx="7.5" ry="7.5" fill="#ccffe6" stroke="#00cc66" stroke-width="5" pointer-events="all"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility" style="overflow: visible; text-align: left;"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 118px; height: 1px; padding-top: 150px; margin-left: 257px;"><div data-drawio-colors="color: rgb(0, 0, 0); " style="box-sizing: border-box; font-size: 0px; text-align: center;"><div style="display: inline-block; font-size: 16px; font-family: Georgia; color: rgb(0, 0, 0); line-height: 1.2; pointer-events: all; white-space: normal; overflow-wrap: normal;">Kernel<div>Approximation</div></div></div></div></foreignObject><text x="316" y="155" fill="rgb(0, 0, 0)" font-family="Georgia" font-size="16px" text-anchor="middle">Kernel...</text></switch></g></g></a><g><path d="M 436 197.5 L 385.81 168.22" fill="none" stroke="#ff9933" stroke-width="3" stroke-miterlimit="10" pointer-events="stroke"/><path d="M 378.9 164.19 L 387.82 164.77 L 383.79 171.68 Z" fill="#ff9933" stroke="#ff9933" stroke-width="3" stroke-miterlimit="10" pointer-events="all"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility" style="overflow: visible; text-align: left;"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 1px; height: 1px; padding-top: 186px; margin-left: 408px;"><div data-drawio-colors="color: #CC6600; background-color: #FFCCCC; " style="box-sizing: border-box; font-size: 0px; text-align: center;"><div style="display: inline-block; font-size: 12px; font-family: Helvetica; color: rgb(204, 102, 0); line-height: 1.2; pointer-events: all; font-weight: bold; background-color: rgb(255, 204, 204); white-space: nowrap;"><span style="color: rgb(77, 81, 86); font-family: "Google Sans", arial, sans-serif; font-size: 16px; font-weight: 400; text-align: start; text-wrap: wrap;">😭</span></div></div></div></foreignObject><text x="408" y="189" fill="#CC6600" font-family="Helvetica" font-size="12px" text-anchor="middle" font-weight="bold">😭</text></switch></g></g><a xlink:href="../../modules/neighbors.html"><g><rect x="216" y="205" width="100" height="50" rx="7.5" ry="7.5" fill="#ccffe6" stroke="#00cc66" stroke-width="5" pointer-events="all"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility" style="overflow: visible; text-align: left;"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 98px; height: 1px; padding-top: 230px; margin-left: 217px;"><div data-drawio-colors="color: rgb(0, 0, 0); " style="box-sizing: border-box; font-size: 0px; text-align: center;"><div style="display: inline-block; font-size: 16px; font-family: Georgia; color: rgb(0, 0, 0); line-height: 1.2; pointer-events: all; white-space: normal; overflow-wrap: normal;">KNeighbors<div>Classifier</div></div></div></div></foreignObject><text x="266" y="235" fill="rgb(0, 0, 0)" font-family="Georgia" font-size="16px" text-anchor="middle">KNeighbors...</text></switch></g></g></a><g><path d="M 236 295 L 239.59 266.27" fill="none" stroke="#ff3333" stroke-width="3" stroke-miterlimit="10" pointer-events="stroke"/><path d="M 240.58 258.33 L 243.56 266.76 L 235.62 265.77 Z" fill="#ff3333" stroke="#ff3333" stroke-width="3" stroke-miterlimit="10" pointer-events="all"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility" style="overflow: visible; text-align: left;"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 1px; height: 1px; padding-top: 280px; margin-left: 237px;"><div data-drawio-colors="color: #FF3333; background-color: #FFCCCC; " style="box-sizing: border-box; font-size: 0px; text-align: center;"><div style="display: inline-block; font-size: 12px; font-family: Georgia; color: rgb(255, 51, 51); line-height: 1.2; pointer-events: all; font-weight: bold; background-color: rgb(255, 204, 204); white-space: nowrap;">NO</div></div></div></foreignObject><text x="237" y="284" fill="#FF3333" font-family="Georgia" font-size="12px" text-anchor="middle" font-weight="bold">NO</text></switch></g></g><a xlink:href="../../modules/svm.html#classification"><g><rect x="57.49" y="180" width="90" height="30" rx="4.5" ry="4.5" fill="#ccffe6" stroke="#00cc66" stroke-width="5" pointer-events="all"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility" style="overflow: visible; text-align: left;"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 88px; height: 1px; padding-top: 195px; margin-left: 58px;"><div data-drawio-colors="color: rgb(0, 0, 0); " style="box-sizing: border-box; font-size: 0px; text-align: center;"><div style="display: inline-block; font-size: 16px; font-family: Georgia; color: rgb(0, 0, 0); line-height: 1.2; pointer-events: all; white-space: normal; overflow-wrap: normal;">SVC</div></div></div></foreignObject><text x="102" y="200" fill="rgb(0, 0, 0)" font-family="Georgia" font-size="16px" text-anchor="middle">SVC</text></switch></g></g></a><a xlink:href="../../modules/ensemble.html"><g><rect x="57.49" y="210" width="90" height="50" rx="7.5" ry="7.5" fill="#ccffe6" stroke="#00cc66" stroke-width="5" pointer-events="all"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility" style="overflow: visible; text-align: left;"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 88px; height: 1px; padding-top: 235px; margin-left: 58px;"><div data-drawio-colors="color: rgb(0, 0, 0); " style="box-sizing: border-box; font-size: 0px; text-align: center;"><div style="display: inline-block; font-size: 16px; font-family: Georgia; color: rgb(0, 0, 0); line-height: 1.2; pointer-events: all; white-space: normal; overflow-wrap: normal;">Ensemble<div>Classifiers</div></div></div></div></foreignObject><text x="102" y="240" fill="rgb(0, 0, 0)" font-family="Georgia" font-size="16px" text-anchor="middle">Ensemble...</text></switch></g></g></a><g><path d="M 216 230 L 158.78 223.74" fill="none" stroke="#ff9933" stroke-width="3" stroke-miterlimit="10" pointer-events="stroke"/><path d="M 150.82 222.86 L 159.21 219.76 L 158.34 227.71 Z" fill="#ff9933" stroke="#ff9933" stroke-width="3" stroke-miterlimit="10" pointer-events="all"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility" style="overflow: visible; text-align: left;"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 1px; height: 1px; padding-top: 231px; margin-left: 187px;"><div data-drawio-colors="color: #CC6600; background-color: #FFCCCC; " style="box-sizing: border-box; font-size: 0px; text-align: center;"><div style="display: inline-block; font-size: 12px; font-family: Helvetica; color: rgb(204, 102, 0); line-height: 1.2; pointer-events: all; font-weight: bold; background-color: rgb(255, 204, 204); white-space: nowrap;"><span style="color: rgb(77, 81, 86); font-family: "Google Sans", arial, sans-serif; font-size: 16px; font-weight: 400; text-align: start; text-wrap: wrap;">😭</span></div></div></div></foreignObject><text x="187" y="235" fill="#CC6600" font-family="Helvetica" font-size="12px" text-anchor="middle" font-weight="bold">😭</text></switch></g></g><a xlink:href="../../modules/naive_bayes.html"><g><rect x="72.49" y="295" width="60" height="50" rx="7.5" ry="7.5" fill="#ccffe6" stroke="#00cc66" stroke-width="5" pointer-events="all"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility" style="overflow: visible; text-align: left;"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 58px; height: 1px; padding-top: 320px; margin-left: 73px;"><div data-drawio-colors="color: rgb(0, 0, 0); " style="box-sizing: border-box; font-size: 0px; text-align: center;"><div style="display: inline-block; font-size: 16px; font-family: Georgia; color: rgb(0, 0, 0); line-height: 1.2; pointer-events: all; white-space: normal; overflow-wrap: normal;">Naive<div>Bayes</div></div></div></div></foreignObject><text x="102" y="325" fill="rgb(0, 0, 0)" font-family="Georgia" font-size="16px" text-anchor="middle">Naive...</text></switch></g></g></a><g><path d="M 196 330 L 143.71 321.77" fill="none" stroke="#009900" stroke-width="3" stroke-miterlimit="10" pointer-events="stroke"/><path d="M 135.8 320.52 L 144.33 317.81 L 143.08 325.72 Z" fill="#009900" stroke="#009900" stroke-width="3" stroke-miterlimit="10" pointer-events="all"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility" style="overflow: visible; text-align: left;"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 1px; height: 1px; padding-top: 329px; margin-left: 170px;"><div data-drawio-colors="color: #009900; background-color: #FFCCCC; " style="box-sizing: border-box; font-size: 0px; text-align: center;"><div style="display: inline-block; font-size: 12px; font-family: Georgia; color: rgb(0, 153, 0); line-height: 1.2; pointer-events: all; font-weight: bold; background-color: rgb(255, 204, 204); white-space: nowrap;">YES</div></div></div></foreignObject><text x="170" y="333" fill="#009900" font-family="Georgia" font-size="12px" text-anchor="middle" font-weight="bold">YES</text></switch></g></g><g><rect x="36" y="115" width="170" height="40" fill="none" stroke="none" pointer-events="all"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility" style="overflow: visible; text-align: left;"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 168px; height: 1px; padding-top: 135px; margin-left: 37px;"><div data-drawio-colors="color: rgb(0, 0, 0); " style="box-sizing: border-box; font-size: 0px; text-align: center;"><div style="display: inline-block; font-size: 24px; font-family: Helvetica; color: rgb(0, 0, 0); line-height: 1.2; pointer-events: all; font-weight: bold; white-space: normal; overflow-wrap: normal;"><span style="font-size: 24px;"><font style="font-size: 24px;" face="Georgia">classification</font></span></div></div></div></foreignObject><text x="121" y="142" fill="rgb(0, 0, 0)" font-family="Helvetica" font-size="24px" text-anchor="middle" font-weight="bold">classification</text></switch></g></g><g><ellipse cx="426" cy="520" rx="40" ry="35" fill="#cce5ff" stroke="#3399ff" stroke-width="5" pointer-events="all"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility" style="overflow: visible; text-align: left;"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 78px; height: 1px; padding-top: 520px; margin-left: 387px;"><div data-drawio-colors="color: rgb(0, 0, 0); " style="box-sizing: border-box; font-size: 0px; text-align: center;"><div style="display: inline-block; font-size: 12px; font-family: Georgia; color: rgb(0, 0, 0); line-height: 1.2; pointer-events: all; white-space: normal; overflow-wrap: normal;"><div style="font-size: 12px;"><font style="font-size: 12px;"><span style="background-color: initial; font-size: 12px;">number of</span><br style="font-size: 12px;" /></font></div><div style="font-size: 12px;"><font style="font-size: 12px;">categories</font></div><div style="font-size: 12px;"><font style="font-size: 12px;">known</font></div></div></div></div></foreignObject><text x="426" y="524" fill="rgb(0, 0, 0)" font-family="Georgia" font-size="12px" text-anchor="middle">number of...</text></switch></g></g><g><path d="M 596 440 L 465.52 491.68" fill="none" stroke="#ff3333" stroke-width="3" stroke-miterlimit="10" pointer-events="stroke"/><path d="M 458.08 494.63 L 464.05 487.96 L 466.99 495.4 Z" fill="#ff3333" stroke="#ff3333" stroke-width="3" stroke-miterlimit="10" pointer-events="all"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility" style="overflow: visible; text-align: left;"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 1px; height: 1px; padding-top: 466px; margin-left: 540px;"><div data-drawio-colors="color: #FF3333; background-color: #E5CCFF; " style="box-sizing: border-box; font-size: 0px; text-align: center;"><div style="display: inline-block; font-size: 12px; font-family: Georgia; color: rgb(255, 51, 51); line-height: 1.2; pointer-events: all; font-weight: bold; background-color: rgb(229, 204, 255); white-space: nowrap;">NO</div></div></div></foreignObject><text x="540" y="469" fill="#FF3333" font-family="Georgia" font-size="12px" text-anchor="middle" font-weight="bold">NO</text></switch></g></g><g><ellipse cx="496" cy="620" rx="40" ry="35" fill="#cce5ff" stroke="#3399ff" stroke-width="5" pointer-events="all"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility" style="overflow: visible; text-align: left;"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 78px; height: 1px; padding-top: 620px; margin-left: 457px;"><div data-drawio-colors="color: rgb(0, 0, 0); " style="box-sizing: border-box; font-size: 0px; text-align: center;"><div style="display: inline-block; font-size: 16px; font-family: Georgia; color: rgb(0, 0, 0); line-height: 1.2; pointer-events: all; white-space: normal; overflow-wrap: normal;"><font style="font-size: 16px;"><10K</font><div style=""><span style=""><font style="font-size: 10px;">samples</font></span></div></div></div></div></foreignObject><text x="496" y="625" fill="rgb(0, 0, 0)" font-family="Georgia" font-size="16px" text-anchor="middle"><10K...</text></switch></g></g><g><ellipse cx="286" cy="570" rx="40" ry="35" fill="#cce5ff" stroke="#3399ff" stroke-width="5" pointer-events="all"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility" style="overflow: visible; text-align: left;"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 78px; height: 1px; padding-top: 570px; margin-left: 247px;"><div data-drawio-colors="color: rgb(0, 0, 0); " style="box-sizing: border-box; font-size: 0px; text-align: center;"><div style="display: inline-block; font-size: 16px; font-family: Georgia; color: rgb(0, 0, 0); line-height: 1.2; pointer-events: all; white-space: normal; overflow-wrap: normal;"><font style="font-size: 16px;"><10K</font><div style=""><span style=""><font style="font-size: 10px;">samples</font></span></div></div></div></div></foreignObject><text x="286" y="575" fill="rgb(0, 0, 0)" font-family="Georgia" font-size="16px" text-anchor="middle"><10K...</text></switch></g></g><g><path d="M 536 620 L 586.05 633.01" fill="none" stroke="#ff3333" stroke-width="3" stroke-miterlimit="10" pointer-events="stroke"/><path d="M 593.79 635.02 L 585.04 636.88 L 587.05 629.13 Z" fill="#ff3333" stroke="#ff3333" stroke-width="3" stroke-miterlimit="10" pointer-events="all"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility" style="overflow: visible; text-align: left;"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 1px; height: 1px; padding-top: 626px; margin-left: 563px;"><div data-drawio-colors="color: #FF3333; background-color: #E5CCFF; " style="box-sizing: border-box; font-size: 0px; text-align: center;"><div style="display: inline-block; font-size: 12px; font-family: Georgia; color: rgb(255, 51, 51); line-height: 1.2; pointer-events: all; font-weight: bold; background-color: rgb(229, 204, 255); white-space: nowrap;">NO</div></div></div></foreignObject><text x="563" y="629" fill="#FF3333" font-family="Georgia" font-size="12px" text-anchor="middle" font-weight="bold">NO</text></switch></g></g><g><path d="M 454.97 544.14 L 464.45 584.81" fill="none" stroke="#ff3333" stroke-width="3" stroke-miterlimit="10" pointer-events="stroke"/><path d="M 466.27 592.6 L 460.56 585.71 L 468.35 583.9 Z" fill="#ff3333" stroke="#ff3333" stroke-width="3" stroke-miterlimit="10" pointer-events="all"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility" style="overflow: visible; text-align: left;"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 1px; height: 1px; padding-top: 566px; margin-left: 463px;"><div data-drawio-colors="color: #FF3333; background-color: #E5CCFF; " style="box-sizing: border-box; font-size: 0px; text-align: center;"><div style="display: inline-block; font-size: 12px; font-family: Georgia; color: rgb(255, 51, 51); line-height: 1.2; pointer-events: all; font-weight: bold; background-color: rgb(229, 204, 255); white-space: nowrap;">NO</div></div></div></foreignObject><text x="463" y="570" fill="#FF3333" font-family="Georgia" font-size="12px" text-anchor="middle" font-weight="bold">NO</text></switch></g></g><g><path d="M 386 520 L 325.63 541.98" fill="none" stroke="#009900" stroke-width="3" stroke-miterlimit="10" pointer-events="stroke"/><path d="M 318.12 544.71 L 324.27 538.22 L 327 545.74 Z" fill="#009900" stroke="#009900" stroke-width="3" stroke-miterlimit="10" pointer-events="all"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility" style="overflow: visible; text-align: left;"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 1px; height: 1px; padding-top: 534px; margin-left: 359px;"><div data-drawio-colors="color: #009900; background-color: #E5CCFF; " style="box-sizing: border-box; font-size: 0px; text-align: center;"><div style="display: inline-block; font-size: 12px; font-family: Georgia; color: rgb(0, 153, 0); line-height: 1.2; pointer-events: all; font-weight: bold; background-color: rgb(229, 204, 255); white-space: nowrap;">YES</div></div></div></foreignObject><text x="359" y="537" fill="#009900" font-family="Georgia" font-size="12px" text-anchor="middle" font-weight="bold">YES</text></switch></g></g><a xlink:href="../../modules/clustering.html#mean-shift"><g><rect x="326" y="655" width="90" height="30" rx="4.5" ry="4.5" fill="#ccffe6" stroke="#00cc66" stroke-width="5" pointer-events="all"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility" style="overflow: visible; text-align: left;"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 88px; height: 1px; padding-top: 670px; margin-left: 327px;"><div data-drawio-colors="color: rgb(0, 0, 0); " style="box-sizing: border-box; font-size: 0px; text-align: center;"><div style="display: inline-block; font-size: 16px; font-family: Georgia; color: rgb(0, 0, 0); line-height: 1.2; pointer-events: all; white-space: normal; overflow-wrap: normal;">MeanShift</div></div></div></foreignObject><text x="371" y="675" fill="rgb(0, 0, 0)" font-family="Georgia" font-size="16px" text-anchor="middle">MeanShift</text></switch></g></g></a><a xlink:href="../../modules/mixture.html#bgmm"><g><rect x="326" y="685" width="90" height="30" rx="4.5" ry="4.5" fill="#ccffe6" stroke="#00cc66" stroke-width="5" pointer-events="all"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility" style="overflow: visible; text-align: left;"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 88px; height: 1px; padding-top: 700px; margin-left: 327px;"><div data-drawio-colors="color: rgb(0, 0, 0); " style="box-sizing: border-box; font-size: 0px; text-align: center;"><div style="display: inline-block; font-size: 16px; font-family: Georgia; color: rgb(0, 0, 0); line-height: 1.2; pointer-events: all; white-space: normal; overflow-wrap: normal;">VBGMM</div></div></div></foreignObject><text x="371" y="705" fill="rgb(0, 0, 0)" font-family="Georgia" font-size="16px" text-anchor="middle">VBGMM</text></switch></g></g></a><g><path d="M 467.03 644.14 L 425.5 671.29" fill="none" stroke="#009900" stroke-width="3" stroke-miterlimit="10" pointer-events="stroke"/><path d="M 418.81 675.66 L 423.31 667.94 L 427.69 674.64 Z" fill="#009900" stroke="#009900" stroke-width="3" stroke-miterlimit="10" pointer-events="all"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility" style="overflow: visible; text-align: left;"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 1px; height: 1px; padding-top: 660px; margin-left: 449px;"><div data-drawio-colors="color: #009900; background-color: #E5CCFF; " style="box-sizing: border-box; font-size: 0px; text-align: center;"><div style="display: inline-block; font-size: 12px; font-family: Georgia; color: rgb(0, 153, 0); line-height: 1.2; pointer-events: all; font-weight: bold; background-color: rgb(229, 204, 255); white-space: nowrap;">YES</div></div></div></foreignObject><text x="449" y="664" fill="#009900" font-family="Georgia" font-size="12px" text-anchor="middle" font-weight="bold">YES</text></switch></g></g><a xlink:href="../../modules/clustering.html#mini-batch-k-means"><g><rect x="191" y="645" width="90" height="50" rx="7.5" ry="7.5" fill="#ccffe6" stroke="#00cc66" stroke-width="5" pointer-events="all"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility" style="overflow: visible; text-align: left;"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 88px; height: 1px; padding-top: 670px; margin-left: 192px;"><div data-drawio-colors="color: rgb(0, 0, 0); " style="box-sizing: border-box; font-size: 0px; text-align: center;"><div style="display: inline-block; font-size: 16px; font-family: Georgia; color: rgb(0, 0, 0); line-height: 1.2; pointer-events: all; white-space: normal; overflow-wrap: normal;">MiniBatch<div>KMeans</div></div></div></div></foreignObject><text x="236" y="675" fill="rgb(0, 0, 0)" font-family="Georgia" font-size="16px" text-anchor="middle">MiniBatch...</text></switch></g></g></a><g><path d="M 257.03 594.14 L 240.34 634.51" fill="none" stroke="#ff3333" stroke-width="3" stroke-miterlimit="10" pointer-events="stroke"/><path d="M 237.28 641.9 L 236.64 632.98 L 244.04 636.04 Z" fill="#ff3333" stroke="#ff3333" stroke-width="3" stroke-miterlimit="10" pointer-events="all"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility" style="overflow: visible; text-align: left;"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 1px; height: 1px; padding-top: 617px; margin-left: 252px;"><div data-drawio-colors="color: #FF3333; background-color: #E5CCFF; " style="box-sizing: border-box; font-size: 0px; text-align: center;"><div style="display: inline-block; font-size: 12px; font-family: Georgia; color: rgb(255, 51, 51); line-height: 1.2; pointer-events: all; font-weight: bold; background-color: rgb(229, 204, 255); white-space: nowrap;">NO</div></div></div></foreignObject><text x="252" 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center;"><div style="display: inline-block; font-size: 16px; font-family: Georgia; color: rgb(0, 0, 0); line-height: 1.2; pointer-events: all; white-space: normal; overflow-wrap: normal;">KMeans</div></div></div></foreignObject><text x="217" y="485" fill="rgb(0, 0, 0)" font-family="Georgia" font-size="16px" text-anchor="middle">KMeans</text></switch></g></g></a><g><path d="M 257.03 545.86 L 240.65 505.52" fill="none" stroke="#009900" stroke-width="3" stroke-miterlimit="10" pointer-events="stroke"/><path d="M 237.63 498.11 L 244.35 504.01 L 236.94 507.02 Z" fill="#009900" stroke="#009900" stroke-width="3" stroke-miterlimit="10" pointer-events="all"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility" style="overflow: visible; text-align: left;"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 1px; height: 1px; padding-top: 527px; margin-left: 248px;"><div data-drawio-colors="color: #009900; background-color: #E5CCFF; " style="box-sizing: border-box; font-size: 0px; text-align: center;"><div style="display: inline-block; font-size: 12px; font-family: Georgia; color: rgb(0, 153, 0); line-height: 1.2; pointer-events: all; font-weight: bold; background-color: rgb(229, 204, 255); white-space: nowrap;">YES</div></div></div></foreignObject><text x="248" y="531" fill="#009900" font-family="Georgia" font-size="12px" text-anchor="middle" font-weight="bold">YES</text></switch></g></g><a xlink:href="../../modules/clustering.html#spectral-clustering"><g><rect x="36" y="505" width="90" height="50" rx="7.5" ry="7.5" fill="#ccffe6" stroke="#00cc66" stroke-width="5" pointer-events="all"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility" style="overflow: visible; text-align: left;"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 88px; height: 1px; padding-top: 530px; margin-left: 37px;"><div data-drawio-colors="color: rgb(0, 0, 0); " style="box-sizing: border-box; font-size: 0px; text-align: center;"><div style="display: inline-block; font-size: 16px; font-family: Georgia; color: rgb(0, 0, 0); line-height: 1.2; pointer-events: all; white-space: normal; overflow-wrap: normal;"><div>Spectral</div><div>Clustering</div></div></div></div></foreignObject><text x="81" y="535" fill="rgb(0, 0, 0)" font-family="Georgia" font-size="16px" text-anchor="middle">Spectral...</text></switch></g></g></a><a xlink:href="../../modules/mixture.html"><g><rect x="36" y="555" width="90" height="30" rx="4.5" ry="4.5" fill="#ccffe6" stroke="#00cc66" stroke-width="5" pointer-events="all"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility" style="overflow: visible; text-align: left;"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 88px; height: 1px; padding-top: 570px; margin-left: 37px;"><div data-drawio-colors="color: rgb(0, 0, 0); " style="box-sizing: border-box; font-size: 0px; text-align: center;"><div style="display: inline-block; font-size: 16px; font-family: Georgia; color: rgb(0, 0, 0); line-height: 1.2; pointer-events: all; white-space: normal; overflow-wrap: normal;">GMM</div></div></div></foreignObject><text x="81" y="575" fill="rgb(0, 0, 0)" font-family="Georgia" font-size="16px" text-anchor="middle">GMM</text></switch></g></g></a><g><path d="M 177.49 487.5 L 135.81 511.78" fill="none" stroke="#ff9933" stroke-width="3" stroke-miterlimit="10" pointer-events="stroke"/><path d="M 128.9 515.81 L 133.8 508.33 L 137.82 515.24 Z" fill="#ff9933" stroke="#ff9933" stroke-width="3" stroke-miterlimit="10" pointer-events="all"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility" style="overflow: visible; text-align: left;"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 1px; height: 1px; padding-top: 505px; margin-left: 156px;"><div data-drawio-colors="color: #CC6600; background-color: #E5CCFF; " style="box-sizing: border-box; font-size: 0px; text-align: center;"><div style="display: inline-block; font-size: 12px; font-family: Helvetica; color: rgb(204, 102, 0); line-height: 1.2; pointer-events: all; font-weight: bold; background-color: rgb(229, 204, 255); white-space: nowrap;"><span style="color: rgb(77, 81, 86); font-family: "Google Sans", arial, sans-serif; font-size: 16px; font-weight: 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pointer-events: all; white-space: normal; overflow-wrap: normal;"><font style="font-size: 16px;"><100K</font><div style=""><span style=""><font style="font-size: 10px;">samples</font></span></div></div></div></div></foreignObject><text x="926" y="375" fill="rgb(0, 0, 0)" font-family="Georgia" font-size="16px" text-anchor="middle"><100K...</text></switch></g></g><g><path d="M 828.97 425.86 L 877.89 377.94" fill="none" stroke="#009900" stroke-width="3" stroke-miterlimit="10" pointer-events="stroke"/><path d="M 883.6 372.35 L 880.69 380.8 L 875.09 375.09 Z" fill="#009900" stroke="#009900" stroke-width="3" stroke-miterlimit="10" pointer-events="all"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility" style="overflow: visible; text-align: left;"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 1px; height: 1px; padding-top: 402px; margin-left: 852px;"><div data-drawio-colors="color: #009900; background-color: rgb(255, 255, 255); " style="box-sizing: border-box; font-size: 0px; text-align: center;"><div style="display: inline-block; font-size: 12px; font-family: Georgia; color: rgb(0, 153, 0); line-height: 1.2; pointer-events: all; font-weight: bold; background-color: rgb(255, 255, 255); white-space: nowrap;">YES</div></div></div></foreignObject><text x="852" y="406" fill="#009900" font-family="Georgia" font-size="12px" text-anchor="middle" font-weight="bold">YES</text></switch></g></g><g><ellipse cx="1076" cy="380" rx="40" ry="35" fill="#cce5ff" stroke="#3399ff" stroke-width="5" pointer-events="all"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility" style="overflow: visible; text-align: left;"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 78px; height: 1px; padding-top: 380px; margin-left: 1037px;"><div data-drawio-colors="color: rgb(0, 0, 0); " style="box-sizing: border-box; font-size: 0px; text-align: center;"><div style="display: inline-block; font-size: 12px; font-family: Georgia; color: rgb(0, 0, 0); line-height: 1.2; pointer-events: all; white-space: normal; overflow-wrap: normal;"><div style="font-size: 12px;">few features</div><div style="font-size: 12px;">should be</div><div style="font-size: 12px;">important</div></div></div></div></foreignObject><text x="1076" y="384" fill="rgb(0, 0, 0)" font-family="Georgia" font-size="12px" text-anchor="middle">few features...</text></switch></g></g><g><path d="M 966 370 L 1024.76 378.39" fill="none" stroke="#009900" stroke-width="3" stroke-miterlimit="10" pointer-events="stroke"/><path d="M 1032.68 379.53 L 1024.19 382.35 L 1025.33 374.43 Z" fill="#009900" stroke="#009900" stroke-width="3" stroke-miterlimit="10" pointer-events="all"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility" style="overflow: visible; text-align: left;"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 1px; height: 1px; padding-top: 373px; margin-left: 996px;"><div data-drawio-colors="color: #009900; background-color: #CCE5FF; " style="box-sizing: border-box; font-size: 0px; text-align: center;"><div style="display: inline-block; font-size: 12px; font-family: Georgia; color: rgb(0, 153, 0); line-height: 1.2; pointer-events: all; font-weight: bold; background-color: rgb(204, 229, 255); white-space: nowrap;">YES</div></div></div></foreignObject><text x="996" y="377" fill="#009900" font-family="Georgia" font-size="12px" text-anchor="middle" font-weight="bold">YES</text></switch></g></g><a xlink:href="../../modules/sgd.html#regression"><g><rect x="976" y="260" width="90" height="50" rx="7.5" ry="7.5" fill="#ccffe6" stroke="#00cc66" stroke-width="5" pointer-events="all"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility" style="overflow: visible; text-align: left;"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 88px; height: 1px; padding-top: 285px; margin-left: 977px;"><div data-drawio-colors="color: rgb(0, 0, 0); " style="box-sizing: border-box; font-size: 0px; text-align: center;"><div style="display: inline-block; font-size: 16px; font-family: Georgia; color: rgb(0, 0, 0); line-height: 1.2; pointer-events: all; white-space: normal; overflow-wrap: normal;"><div>SGD</div><div>Regressor</div></div></div></div></foreignObject><text x="1021" y="290" fill="rgb(0, 0, 0)" font-family="Georgia" font-size="16px" text-anchor="middle">SGD...</text></switch></g></g></a><g><path d="M 954.97 345.86 L 989.74 317.22" fill="none" stroke="#ff3333" stroke-width="3" stroke-miterlimit="10" pointer-events="stroke"/><path d="M 995.91 312.13 L 992.28 320.31 L 987.19 314.13 Z" fill="#ff3333" stroke="#ff3333" stroke-width="3" stroke-miterlimit="10" pointer-events="all"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility" style="overflow: visible; text-align: left;"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 1px; height: 1px; padding-top: 331px; margin-left: 972px;"><div data-drawio-colors="color: #FF3333; background-color: #CCE5FF; " style="box-sizing: border-box; font-size: 0px; text-align: center;"><div style="display: inline-block; font-size: 12px; font-family: Georgia; color: rgb(255, 51, 51); line-height: 1.2; pointer-events: all; font-weight: bold; background-color: rgb(204, 229, 255); white-space: nowrap;">NO</div></div></div></foreignObject><text x="972" y="335" fill="#FF3333" font-family="Georgia" font-size="12px" text-anchor="middle" font-weight="bold">NO</text></switch></g></g><a xlink:href="../../modules/linear_model.html#lasso"><g><rect x="1106" y="230" width="90" height="30" rx="4.5" ry="4.5" fill="#ccffe6" stroke="#00cc66" stroke-width="5" pointer-events="all"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility" style="overflow: visible; text-align: left;"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 88px; height: 1px; padding-top: 245px; margin-left: 1107px;"><div data-drawio-colors="color: rgb(0, 0, 0); " style="box-sizing: border-box; font-size: 0px; text-align: center;"><div style="display: inline-block; font-size: 16px; font-family: Georgia; color: rgb(0, 0, 0); line-height: 1.2; pointer-events: all; white-space: normal; overflow-wrap: normal;">Lasso</div></div></div></foreignObject><text x="1151" y="250" fill="rgb(0, 0, 0)" font-family="Georgia" font-size="16px" text-anchor="middle">Lasso</text></switch></g></g></a><a xlink:href="../../modules/linear_model.html#elastic-net"><g><rect x="1106" y="260" width="90" height="30" rx="4.5" ry="4.5" fill="#ccffe6" stroke="#00cc66" stroke-width="5" pointer-events="all"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility" style="overflow: visible; text-align: left;"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 88px; height: 1px; padding-top: 275px; margin-left: 1107px;"><div data-drawio-colors="color: rgb(0, 0, 0); " style="box-sizing: border-box; font-size: 0px; text-align: center;"><div style="display: inline-block; font-size: 16px; font-family: Georgia; color: rgb(0, 0, 0); line-height: 1.2; pointer-events: all; white-space: normal; overflow-wrap: normal;">ElasticNet</div></div></div></foreignObject><text x="1151" y="280" fill="rgb(0, 0, 0)" font-family="Georgia" font-size="16px" text-anchor="middle">ElasticNet</text></switch></g></g></a><g><path d="M 1104.97 355.86 L 1124.68 300.69" fill="none" stroke="#009900" stroke-width="3" stroke-miterlimit="10" pointer-events="stroke"/><path d="M 1127.37 293.16 L 1128.45 302.04 L 1120.91 299.35 Z" fill="#009900" stroke="#009900" stroke-width="3" stroke-miterlimit="10" pointer-events="all"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility" style="overflow: visible; text-align: left;"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 1px; height: 1px; padding-top: 329px; margin-left: 1114px;"><div data-drawio-colors="color: #009900; background-color: #CCE5FF; " style="box-sizing: border-box; font-size: 0px; text-align: center;"><div style="display: inline-block; font-size: 12px; font-family: Georgia; color: rgb(0, 153, 0); line-height: 1.2; pointer-events: all; font-weight: bold; background-color: rgb(204, 229, 255); white-space: nowrap;">YES</div></div></div></foreignObject><text x="1114" y="333" fill="#009900" font-family="Georgia" font-size="12px" text-anchor="middle" font-weight="bold">YES</text></switch></g></g><a xlink:href="../../modules/linear_model.html#ridge-regression"><g><rect x="1176" 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text-anchor="middle">RidgeRegression</text></switch></g></g></a><a xlink:href="../../modules/svm.html#regression"><g><rect x="1176" y="425" width="140" height="30" rx="4.5" ry="4.5" fill="#ccffe6" stroke="#00cc66" stroke-width="5" pointer-events="all"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility" style="overflow: visible; text-align: left;"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 138px; height: 1px; padding-top: 440px; margin-left: 1177px;"><div data-drawio-colors="color: rgb(0, 0, 0); " style="box-sizing: border-box; font-size: 0px; text-align: center;"><div style="display: inline-block; font-size: 16px; font-family: Georgia; color: rgb(0, 0, 0); line-height: 1.2; pointer-events: all; white-space: normal; overflow-wrap: normal;">SVR<font style="font-size: 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visible; text-align: left;"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 118px; height: 1px; padding-top: 310px; margin-left: 1267px;"><div data-drawio-colors="color: rgb(0, 0, 0); " style="box-sizing: border-box; font-size: 0px; text-align: center;"><div style="display: inline-block; font-size: 16px; font-family: Georgia; color: rgb(0, 0, 0); line-height: 1.2; pointer-events: all; white-space: normal; overflow-wrap: normal;">Ensemble<div>Regressors</div></div></div></div></foreignObject><text x="1326" y="315" fill="rgb(0, 0, 0)" font-family="Georgia" font-size="16px" text-anchor="middle">Ensemble...</text></switch></g></g></a><g><path d="M 1281 395 L 1293.25 346.01" fill="none" stroke="#ff9933" stroke-width="3" stroke-miterlimit="10" pointer-events="stroke"/><path d="M 1295.19 338.25 L 1297.13 346.99 L 1289.37 345.04 Z" fill="#ff9933" stroke="#ff9933" stroke-width="3" stroke-miterlimit="10" pointer-events="all"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility" style="overflow: visible; text-align: left;"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 1px; height: 1px; padding-top: 370px; margin-left: 1285px;"><div data-drawio-colors="color: #CC6600; background-color: #CCE5FF; " style="box-sizing: border-box; font-size: 0px; text-align: center;"><div style="display: inline-block; font-size: 12px; font-family: Helvetica; color: rgb(204, 102, 0); line-height: 1.2; pointer-events: all; font-weight: bold; background-color: rgb(204, 229, 255); white-space: nowrap;"><span style="color: rgb(77, 81, 86); font-family: "Google Sans", arial, sans-serif; font-size: 16px; font-weight: 400; text-align: start; text-wrap: 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normal; overflow-wrap: normal;"><span style="font-size: 24px;"><font style="font-size: 24px;" face="Georgia">regression</font></span></div></div></div></foreignObject><text x="956" y="232" fill="rgb(0, 0, 0)" font-family="Helvetica" font-size="24px" text-anchor="middle" font-weight="bold">regression</text></switch></g></g><a xlink:href="../../modules/decomposition.html#principal-component-analysis-pca"><g><rect x="901" y="535" width="110" height="50" rx="7.5" ry="7.5" fill="#ccffe6" stroke="#00cc66" stroke-width="5" pointer-events="all"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility" style="overflow: visible; text-align: left;"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 108px; height: 1px; padding-top: 560px; margin-left: 902px;"><div data-drawio-colors="color: rgb(0, 0, 0); " style="box-sizing: border-box; font-size: 0px; text-align: center;"><div style="display: inline-block; font-size: 16px; font-family: Georgia; color: rgb(0, 0, 0); line-height: 1.2; pointer-events: all; white-space: normal; overflow-wrap: normal;"><div><span style="background-color: initial;">Ramdomized</span><br /></div><div><span style="background-color: initial;">PCA</span></div></div></div></div></foreignObject><text x="956" y="565" fill="rgb(0, 0, 0)" font-family="Georgia" font-size="16px" text-anchor="middle">Ramdomized...</text></switch></g></g></a><g><path d="M 796 560 L 889.65 560" fill="none" stroke="#009900" stroke-width="3" stroke-miterlimit="10" pointer-events="stroke"/><path d="M 897.65 560 L 889.65 564 L 889.65 556 Z" fill="#009900" stroke="#009900" stroke-width="3" stroke-miterlimit="10" pointer-events="all"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility" style="overflow: visible; text-align: left;"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 1px; height: 1px; padding-top: 559px; margin-left: 839px;"><div data-drawio-colors="color: #009900; background-color: rgb(255, 255, 255); " style="box-sizing: border-box; font-size: 0px; text-align: center;"><div style="display: inline-block; font-size: 12px; font-family: Georgia; color: rgb(0, 153, 0); line-height: 1.2; pointer-events: all; font-weight: bold; background-color: rgb(255, 255, 255); white-space: nowrap;">YES</div></div></div></foreignObject><text x="839" y="563" fill="#009900" font-family="Georgia" font-size="12px" text-anchor="middle" font-weight="bold">YES</text></switch></g></g><g><ellipse cx="941" cy="680" rx="40" ry="35" fill="#cce5ff" stroke="#3399ff" stroke-width="5" pointer-events="all"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility" style="overflow: visible; text-align: left;"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 78px; height: 1px; padding-top: 680px; margin-left: 902px;"><div data-drawio-colors="color: rgb(0, 0, 0); " style="box-sizing: border-box; font-size: 0px; text-align: center;"><div style="display: inline-block; font-size: 16px; font-family: Georgia; color: rgb(0, 0, 0); line-height: 1.2; pointer-events: all; white-space: normal; overflow-wrap: normal;"><font style="font-size: 16px;"><10K</font><div style=""><span style=""><font style="font-size: 10px;">samples</font></span></div></div></div></div></foreignObject><text x="941" y="685" fill="rgb(0, 0, 0)" font-family="Georgia" font-size="16px" text-anchor="middle"><10K...</text></switch></g></g><g><path d="M 956 585 L 943.75 633.99" fill="none" stroke="#ff9933" stroke-width="3" stroke-miterlimit="10" pointer-events="stroke"/><path d="M 941.81 641.75 L 939.87 633.01 L 947.63 634.96 Z" fill="#ff9933" stroke="#ff9933" stroke-width="3" stroke-miterlimit="10" pointer-events="all"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility" style="overflow: visible; text-align: left;"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 1px; height: 1px; padding-top: 613px; margin-left: 953px;"><div data-drawio-colors="color: #CC6600; background-color: #FFFFCC; " style="box-sizing: border-box; font-size: 0px; text-align: center;"><div style="display: inline-block; font-size: 12px; font-family: Helvetica; color: rgb(204, 102, 0); line-height: 1.2; pointer-events: all; font-weight: bold; background-color: 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visible; text-align: left;"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 1px; height: 1px; padding-top: 682px; margin-left: 1013px;"><div data-drawio-colors="color: #FF3333; background-color: #FFFFCC; " style="box-sizing: border-box; font-size: 0px; text-align: center;"><div style="display: inline-block; font-size: 12px; font-family: Georgia; color: rgb(255, 51, 51); line-height: 1.2; pointer-events: all; font-weight: bold; background-color: rgb(255, 255, 204); white-space: nowrap;">NO</div></div></div></foreignObject><text x="1013" y="686" fill="#FF3333" font-family="Georgia" font-size="12px" text-anchor="middle" font-weight="bold">NO</text></switch></g></g><a xlink:href="../../modules/manifold.html#isomap"><g><rect x="1066" y="555" width="100" height="30" rx="4.5" ry="4.5" fill="#ccffe6" stroke="#00cc66" stroke-width="5" pointer-events="all"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility" style="overflow: visible; text-align: left;"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 98px; height: 1px; padding-top: 570px; margin-left: 1067px;"><div data-drawio-colors="color: rgb(0, 0, 0); " style="box-sizing: border-box; font-size: 0px; text-align: center;"><div style="display: inline-block; font-size: 16px; font-family: Georgia; color: rgb(0, 0, 0); line-height: 1.2; pointer-events: all; white-space: normal; overflow-wrap: normal;">IsoMap</div></div></div></foreignObject><text x="1116" y="575" fill="rgb(0, 0, 0)" font-family="Georgia" font-size="16px" text-anchor="middle">IsoMap</text></switch></g></g></a><a xlink:href="../../modules/manifold.html#spectral-embedding"><g><rect x="1066" y="585" width="100" height="50" rx="7.5" ry="7.5" fill="#ccffe6" stroke="#00cc66" stroke-width="5" pointer-events="all"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility" style="overflow: visible; text-align: left;"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 98px; height: 1px; padding-top: 610px; margin-left: 1067px;"><div data-drawio-colors="color: rgb(0, 0, 0); " style="box-sizing: border-box; font-size: 0px; text-align: center;"><div style="display: inline-block; font-size: 16px; font-family: Georgia; color: rgb(0, 0, 0); line-height: 1.2; pointer-events: all; white-space: normal; overflow-wrap: normal;"><div>Spectral</div><div>Embedding</div></div></div></div></foreignObject><text x="1116" y="615" fill="rgb(0, 0, 0)" font-family="Georgia" font-size="16px" text-anchor="middle">Spectral...</text></switch></g></g></a><g><path d="M 969.97 655.86 L 1055.27 626.23" fill="none" stroke="#009900" stroke-width="3" stroke-miterlimit="10" pointer-events="stroke"/><path d="M 1062.83 623.6 L 1056.59 630 L 1053.96 622.45 Z" fill="#009900" stroke="#009900" stroke-width="3" stroke-miterlimit="10" pointer-events="all"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility" style="overflow: visible; text-align: left;"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 1px; height: 1px; padding-top: 641px; margin-left: 1010px;"><div data-drawio-colors="color: #009900; background-color: #FFFFCC; " style="box-sizing: border-box; font-size: 0px; text-align: center;"><div style="display: inline-block; font-size: 12px; font-family: Georgia; color: rgb(0, 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flex; align-items: unsafe center; justify-content: unsafe center; width: 1px; height: 1px; padding-top: 617px; margin-left: 1201px;"><div data-drawio-colors="color: #CC6600; background-color: #FFFFCC; " style="box-sizing: border-box; font-size: 0px; text-align: center;"><div style="display: inline-block; font-size: 12px; font-family: Helvetica; color: rgb(204, 102, 0); line-height: 1.2; pointer-events: all; font-weight: bold; background-color: rgb(255, 255, 204); white-space: nowrap;"><span style="color: rgb(77, 81, 86); font-family: "Google Sans", arial, sans-serif; font-size: 16px; font-weight: 400; text-align: start; text-wrap: wrap;">😭</span></div></div></div></foreignObject><text x="1201" y="620" fill="#CC6600" font-family="Helvetica" font-size="12px" text-anchor="middle" font-weight="bold">😭</text></switch></g></g><g><rect x="1196" y="667" width="210" height="65" fill="none" stroke="none" pointer-events="all"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject 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