scikit-learn: Estimators, Preprocessing & Feature Engineering. scikit-learn is Python's standard machine learning library. All objects follow a consistent API: estimators have fit(), transformers have fit_transform(), an…
Readscikit-learn: Classification, Regression & Clustering. Classification Algorithms. from sklearn.linear_model import LogisticRegression, SGDClassifier from sklearn.tree import DecisionTreeClassifier from sklearn.ensemble i…
Readscikit-learn: Model Evaluation, Pipelines & Hyperparameter Tuning. Model Evaluation. from sklearn.metrics import ( accuracy_score, precision_score, recall_score, f1_score, roc_auc_score, average_precision_score, confusio…
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