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Calculate AUC and variables importance in mcgv::gam in R

Understanding and Measuring Model Performance in Generalized Additive Models GAMs with mcgv Generalized Additive Models GAMs offer a powerful and flexible appro

3 min read 05-10-2024 39
Calculate AUC and variables importance in mcgv::gam in R
Calculate AUC and variables importance in mcgv::gam in R

Why when I use GridSearchCV with roc_auc scoring, the score is different for grid_search.score(X,y) and roc_auc_score(y, y_predict)?

Understanding Discrepancies in Grid Search CV and roc auc score A Detailed Explanation When using Grid Search CV with roc auc scoring you might encounter a puzz

3 min read 05-09-2024 47
Why when I use GridSearchCV with roc_auc scoring, the score is different for grid_search.score(X,y) and roc_auc_score(y, y_predict)?
Why when I use GridSearchCV with roc_auc scoring, the score is different for grid_search.score(X,y) and roc_auc_score(y, y_predict)?

How to find the number of samples that are picked in each boostrap of stratified bootstrap in pROC?

Unveiling the Secrets of Stratified Bootstrapping in p ROCs ROC Curve Confidence Intervals The p ROC package in R is a powerful tool for analyzing and visualizi

2 min read 31-08-2024 47
How to find the number of samples that are picked in each boostrap of stratified bootstrap in pROC?
How to find the number of samples that are picked in each boostrap of stratified bootstrap in pROC?

PRROC package - foreground background data - R

Demystifying PRROC Understanding Foreground and Background Data in R The PRROC package in R is a powerful tool for visualizing and analyzing the performance of

3 min read 30-08-2024 36
PRROC package - foreground background data - R
PRROC package - foreground background data - R