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Developer’s Guide — scikit-learn 1.4.2 document...
Developer’s Guide Contributing Crafting a...scikit-learn estimators Developers’ Tips and Tricks Utilities for...scikit-learn.org/stable/developers/index.html -
Plotting Learning Curves and Checking Models’ S...
Learning Curves and Checking Models’ Scalability Learning Curve Complexity...Learning Curves and Checking Models’ Scalability In this example, we...scikit-learn.org/stable/auto_examples/model_selection/plot_learning_curve.html -
Target Encoder’s Internal Cross fitting — sciki...
Target Encoder’s Internal Cross fitting Create...JupyterLite or Binder Target Encoder’s Internal Cross fitting The TargetEncoder...scikit-learn.org/stable/auto_examples/preprocessing/plot_target_encoder_cross_val.html -
sklearn.metrics.pairwise_distances — scikit-lea...
scikit-learn: [‘cityblock’, ‘cosine’, ‘euclidean’, ‘l1’, ‘l2’, ‘manhattan’]....‘dice’, ‘hamming’, ‘jaccard’, ‘kulsinski’, ‘mahalanobis’, ‘minkowski’,...scikit-learn.org/stable/modules/generated/sklearn.metrics.pairwise_distances.html -
sklearn.cluster.compute_optics_graph — scikit-l...
scikit-learn: [‘cityblock’, ‘cosine’, ‘euclidean’, ‘l1’, ‘l2’, ‘manhattan’]...‘chebyshev’, ‘correlation’, ‘dice’, ‘hamming’, ‘jaccard’, ‘kulsinski’,...scikit-learn.org/stable/modules/generated/sklearn.cluster.compute_optics_graph.html -
sklearn.linear_model.Ridge — scikit-learn 1.4.2...
solver {‘auto’, ‘svd’, ‘cholesky’, ‘lsqr’, ‘sparse_cg’, ‘sag’, ‘saga’,...However, only ‘lsqr’, ‘sag’, ‘sparse_cg’, and ‘lbfgs’ support sparse...scikit-learn.org/stable/modules/generated/sklearn.linear_model.Ridge.html -
7.2. Real world datasets — scikit-learn 1.4.2 d...
x', 'misc.forsale', 'rec.autos', 'rec.motorcycles', 'rec.sport.baseball',...'rec.sport.baseball', 'rec.sport.hockey', 'sci.crypt', 'sci.electronics', 'sci.med',...scikit-learn.org/stable/datasets/real_world.html -
sklearn.decomposition.NMF — scikit-learn 1.4.2 ...
Added 'auto' value. init {‘random’, ‘nndsvd’, ‘nndsvda’, ‘nndsvdar’,...solver {‘cd’, ‘mu’}, default=’cd’ Numerical solver to use: ‘cd’ is...scikit-learn.org/stable/modules/generated/sklearn.decomposition.NMF.html -
sklearn.metrics.recall_score — scikit-learn 1.4...
average {‘micro’, ‘macro’, ‘samples’, ‘weighted’, ‘binary’} or None,...average = 'binary' , sample_weight = None , zero_division = 'warn'...scikit-learn.org/stable/modules/generated/sklearn.metrics.recall_score.html -
sklearn.model_selection.RandomizedSearchCV — sc...
'kernel' : 'rbf' , 'gamma' : 0.1 }, ... ], } NOTE The key 'params'...rank_test_score ‘rbf’ 0.1 0.80 … 1 ‘rbf’ 0.2 0.84 … 3 ‘rbf’ 0.3 0.70...scikit-learn.org/stable/modules/generated/sklearn.model_selection.RandomizedSearchCV.html