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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 -
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 -
3.1. 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 -
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 -
Contributing — scikit-learn 1.6.dev0 documentation
g., Fixes #1234 ; multiple issues/PRs...without using the keywords (e.g., Towards #1234 ). PRs should...scikit-learn.org/dev/developers/contributing.html -
MultinomialNB — scikit-learn 1.5.0 documentation
g., word counts for text classification)....sub-estimator of a meta-estimator, e.g. used inside a Pipeline . Otherwise...scikit-learn.org/stable/modules/generated/sklearn.naive_bayes.MultinomialNB.html -
Elastic Common Schema: Normalizing your data wi...
g., search, drill-down and pivoting,...visualization) or automated analysis (e.g., alerting, detection rules and...www.elastic.co/elasticsearch/common-schema -
normalize — scikit-learn 1.5.0 documentation
g. if the data is a numpy array...using the Transformer API (e.g. as part of a preprocessing Pipeline...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.normalize.html -
DecisionTreeClassifier — scikit-learn 1.5.0 doc...
g. max_depth , min_samples_leaf...sub-estimator of a meta-estimator, e.g. used inside a Pipeline . Otherwise...scikit-learn.org/stable/modules/generated/sklearn.tree.DecisionTreeClassifier.html