kernel-ridge 5 regression 3 ridge 3 elastic-net 2 lasso 2 svm 2 xgboost 2 cross-validation 1 chemometrics 1 xgboost-regression 1 stacked-regression 1 random-forest 1 lasso-regression 1 gridsearchcv 1 gridsearch 1 ensemble-learning 1 ensemble 1 elasticnet 1 supervised-learning 1 regularization 1 discrimination 1 fda 1 kernel-pca 1 kernel-pls 1 knn 1 latent-variable-models 1 lwplsda 1 lwplsr 1 partial-least-squares-regression 1 pca 1 pcr 1 plsda 1 signal-processing 1 svm-model 1 bivariate-analysis 1 data-preprocessing 1 lgbm-regressor 1 random-forest-regressor 1 support-vector-regressor 1 univariate-analysis 1 weighted-average 1 xgb-regressor 1 boosting 1 box-cox 1 data-visualization 1 eda 1 ensembling 1 lgboost 1 log-transformation 1 machine 1 palettes 1 predictive-modeling 1 robust-scaling 1 scipy 1 seaborn 1 stacking 1 tutorial 1 adaboost 1 classifier 1 machine-learning 1 python 1 python3 1