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Jan van der Vegt

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titleconferencedate
Common pitfalls leading to wrongly estimated model performancePyData Eindhoven 20192019-11-16
Common mistakes that make performance look better than it really is: using the validation set for model selection so validation becomes training and introduces…
Talk on
A Walk Through the Isolation ForestPyData Amsterdam 20192019-05-10
Goes from the original Isolation Forest math to a concrete extension that Entropy Isolation Forests and the paper formulation lack: native support for…
Talk on
Forecasting Airline Passengers Using Designer Machine LearningPyData Amsterdam 20182018-05-25
Forecasts passenger counts for individual flights using a progression of models from a simple linear regression to feed-forward and recurrent deep neural…
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