Tag: predictor-importance

9 Does "feature importance" depend on the model type? 2020-08-24T14:19:01.947

6 Is it possible to cluster data according to a target? 2018-04-26T09:21:30.230

6 XGBoost: Quantifying Feature Importances 2018-07-09T17:30:48.627

6 Will unnecessary features harm the tree based model? 2019-02-06T17:37:49.263

6 Identifying and Accounting for trend/seasonality in Predictor Variables 2020-02-15T06:28:41.520

5 SHAP value analysis gives different feature importance on train and test set 2019-10-07T19:10:29.217

3 Interpretation of variable or feature importance in Random Forest 2018-07-10T17:26:44.080

3 How to implement feature selection for categorical variables (especially with many categories)? 2018-08-13T01:36:21.833

3 Average of importance gain for a categorical variable 2019-11-13T14:19:16.757

3 Positive or negative impact of features in prediction with Random Forest 2020-05-03T15:21:12.787

2 different outcome of feature importance and coefficient from same data 2019-09-01T04:12:38.080

2 Feature Importance 2019-09-06T11:36:27.557

2 XGBoost Feature Importance, Permutation Importance, and Model Evaluation Criteria 2019-12-30T04:33:22.100

2 How to evaluate the "importance" of a variable in a function 2021-01-04T23:17:53.977

1 RF and DT overfitting 2018-04-20T07:52:35.620

1 What to optimize for when asked to find the most important features 2018-06-13T16:19:36.537

1 Get insights from Random forest::Variable Importance analysis 2019-02-21T16:43:29.533

1 Feature importance after PCA (or other dimensionality reduction methods) 2019-04-24T13:50:16.920

1 What are good public datasets for time series analysis with “certified” (by papers in the literature) good predictors of the target variable? 2019-09-25T16:18:26.190

1 How to check for "statistical significance" of categorical feature in black box models 2020-02-06T07:15:53.527

1 Model-independent measures for feature importance given highly correlated features 2020-02-14T10:20:18.470

1 Keras most important features for text classification 2020-02-24T12:16:11.893

1 Why not use constant instead of permutation for model agnostic predictor importance? 2020-02-24T23:49:17.327

1 Aggregate SHAP importances from different models 2020-05-20T16:01:10.580

1 Using feature importance to decet latent variables and grouping 2020-05-30T17:45:48.973

1 Drastic shift in feature importance upon adding other features 2020-10-02T16:13:24.187

0 time series reasoning/explanation for prediction value 2020-07-20T13:00:01.333

0 Some Confusions Regarding Variable Importance Extraction of Several Machine Learning Models 2020-08-12T00:38:14.543