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1.9. Naive Bayes — scikit-learn 1.7.2 doc...
famously document classification and spam filtering....the summations are over all documents \(j\) not in class \(c\) ,...scikit-learn.org/stable/modules/naive_bayes.html -
9.2. Computational Performance — scikit-l...
Scipy’s sparse matrix formats documentation for more information on...beyond the scope of this documentation though. 9.2.3. Tips and...scikit-learn.org/stable/computing/computational_performance.html -
Examples based on real world datasets — s...
text documents Out-of-core classification of text documents Outlier...scikit-learn.org/stable/auto_examples/applications/index.html -
A demo of the Spectral Co-Clustering algorithm ...
Biclustering algorithm Biclustering documents with the Spectral Co-clustering...Co-clustering algorithm Biclustering documents with the Spectral Co-clustering...scikit-learn.org/stable/auto_examples/bicluster/plot_spectral_coclustering.html -
Model Selection — scikit-learn 1.7.2 docu...
Examples related to the sklearn.model_selection module. Balance model complexity and cross-validated score Class Likelihood Ratios to measure classification performance Comparing randomized search ...scikit-learn.org/stable/auto_examples/model_selection/index.html -
1.17. Neural network models (supervised) —...
details can be found in the documentation of SGD Adam is similar to...scikit-learn.org/stable/modules/neural_networks_supervised.html -
User Guide — scikit-learn 1.7.2 documenta...
Supervised learning- Linear Models- Ordinary Least Squares, Ridge regression and classification, Lasso, Multi-task Lasso, Elastic-Net, Multi-task Elastic-Net, Least Angle Regression, LARS Lasso, Or...scikit-learn.org/stable/user_guide.html -
Decision Trees — scikit-learn 1.7.2 docum...
Examples concerning the sklearn.tree module. Decision Tree Regression Plot the decision surface of decision trees trained on the iris dataset Post pruning decision trees with cost complexity prunin...scikit-learn.org/stable/auto_examples/tree/index.html -
Multiclass methods — scikit-learn 1.7.2 d...
Examples concerning the sklearn.multiclass module. Overview of multiclass training meta-estimatorsscikit-learn.org/stable/auto_examples/multiclass/index.html -
Dataset examples — scikit-learn 1.7.2 doc...
Examples concerning the sklearn.datasets module. Plot randomly generated multilabel datasetscikit-learn.org/stable/auto_examples/datasets/index.html