ordinal-encoder 5 machine-learning 4 sklearn 2 data-science 2 xgboost 2 one-hot-encoder 2 numpy 2 cross-validation 2 linear-regression 2 label-encoder 2 feature-engineering 2 shap-values 1 scale 1 python 1 pipelines 1 standardization 1 catboost 1 pickle 1 decision-tree 1 elasticnet-regression 1 iterative-imputer 1 knnimputer 1 lightgbm 1 mean-squared-error 1 pipeline 1 plotly-express 1 random-forest 1 timeit 1 ordinal 1 ordinal-features 1 pypi 1 sklearn-compatible 1 thermometer-encoding 1 jupyter-notebook 1 k-nearest-neighbours 1 knn 1 knn-classification 1 lasso-regression 1 logistic-regression 1 matplotlib 1 pandas 1 ridge-regression 1 scikit-learn 1 scipy 1 seaborn 1 data-preprocessing 1 machine-learning-algorithms 1 onehot-encoder 1 computer-vision 1 data-preparation 1 data-transformation 1 deep-learning 1 encoder 1 imputation 1 normalization 1