20 lines
877 B
Plaintext
20 lines
877 B
Plaintext
<frame title="Big Picture">
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<list>
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<e>Goal for this case study: Have better hyperparameters than pyod!</e>
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<e>So each of you: Gets assigned two algorithms!</e>
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<l2st>
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<e>One fairly simple before</e>
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<e>One more complicated one today</e>
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</l2st>
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<e>Try to find the best possible hyperparameters for your algorithms</e>
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<l2st>
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<e>Try to be clever (for example: PCA: $n_{components}<n_{features}$. Maybe $\frac{n_{components}}{n_{features}}$ constant?</e>
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</l2st>
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<e>Afterwards</e>
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<l2st>
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<e>Write down your findings into a simple function (given data, what are my best hyperparameters)</e>
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<e>Write down your finding into a report (together, double collumn. max 6 Pages per student, plus comparison of algorithms to each other)</e>
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<e>One final presentation together in front of my colleagues. About 10min per student.</e>
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</l2st>
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</list>
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</frame> |