Rerun logistic regression with data grouped by rider

mawa00006 / Doping-Detection-Based-on-Publicly-Available-Competition-Data-in-Professional-Road-Cycling

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Rerun logistic regression with data grouped by rider #32

Open sama25100 opened 2 years ago

sama25100 commented 2 years ago

[x] Create M
[x] reduce dimesionalty of data with pca per rider
[x] rerun logistic regression

mawa00006 commented 2 years ago

What do you mean by reducing dimensionality with pca?

tony-hong commented 2 years ago

What do you mean by reducing dimensionality with pca?

Because each rider has so many perfomance features which could not fit into the logistic regression model. Applying PCA is a common dimension reduction strategy.

sama25100 commented 1 year ago

Confusion Matrix: [[1031 254] [ 15 14]] Accuracy: 0.7952815829528158 Precision: 0.05223880597014925 Recall: 0.4827586206896552