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Older Versions — scikit-learn 1.5.0 documentation
learn \b /sklearn/g' Estimators no longer accept model...restricted to data-dependent values (e.g. a Gram matrix or an affinity...scikit-learn.org/stable/whats_new/older_versions.html -
1.12. Multiclass and multioutput algorithms — s...
Bakiri G., Journal of Artificial Intelligence...scikit-learn.org/stable/modules/multiclass.html -
model_evaluation.rst.txt
g. :func:`metrics.log_loss`) then...non-thresholded decision values (e.g. :func:`metrics.roc_auc_score`)....scikit-learn.org/stable/_sources/modules/model_evaluation.rst.txt -
1.11. Ensembles: Gradient boosting, random fore...
We will denote it by \(g_i\) . Removing the constant terms,...\arg\min_{h} \sum_{i=1}^{n} h(x_i) g_i\] This is minimized if \(h(x_i)\)...scikit-learn.org/stable/modules/ensemble.html -
3.4. Metrics and scoring: quantifying the quali...
g. metrics.log_loss ) then one needs...non-thresholded decision values (e.g. metrics.roc_auc_score ). In this...scikit-learn.org/dev/modules/model_evaluation.html -
3.1. Cross-validation: evaluating estimator per...
G. Fung, R. Rosales, On the Dangers...Experimental Evaluation , SIAM 2008; G. James, D. Witten, T. Hastie,...scikit-learn.org/stable/modules/cross_validation.html -
2.3. Clustering — scikit-learn 1.5.0 documentation
g. nearest-neighbor graph) Mean-shift...transductive Graph distance (e.g. nearest-neighbor graph) Ward...scikit-learn.org/stable/modules/clustering.html -
Contributing — scikit-learn 1.5.0 documentation
g., Fixes #1234 ; multiple issues/PRs...without using the keywords (e.g., See also #1234 ). PRs should...scikit-learn.org/stable/developers/contributing.html -
1.1. Linear Models — scikit-learn 1.5.0 documen...
g., frequency counts or prices of...be significantly faster than e.g. LogisticRegression with a high...scikit-learn.org/stable/modules/linear_model.html -
Demo of OPTICS clustering algorithm — scikit-le...
subplot ( G [ 0 , :]) ax2 = plt . subplot ( G [ 1 , 0 ]) ax3.... subplot ( G [ 1 , 1 ]) ax4 = plt . subplot ( G [ 1 , 2 ]) #...scikit-learn.org/stable/auto_examples/cluster/plot_optics.html