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How to optimize for speed — scikit-learn 1.6.de...
version of the function in the tests and use it to check that the...means trying to replace any nested for loops by calls to equivalent...scikit-learn.org/dev/developers/performance.html -
3.5. Validation curves: plotting scores to eval...
compute the score on another test set. However, it is sometimes...that the first estimator can at best provide only a poor fit to the...scikit-learn.org/stable/modules/learning_curve.html -
User Guide — scikit-learn 1.5.0 documentation
Permutation test score 3.2. Tuning the hyper-parameters...6.2.2. Feature hashing 6.2.3. Text feature extraction 6.2.4. Image...scikit-learn.org/stable/user_guide.html -
Version 0.16 — scikit-learn 1.6.dev0 documentation
train_test_split now preserves the input...instead of the default One-vs-Rest setting. Supports lbfgs and...scikit-learn.org/dev/whats_new/v0.16.html -
Elastic MongoDB connector reference | Enterpris...
authentication is supported for testing purposes only , but should...find queries You must create a text index on the MongoDB collection...www.elastic.co/guide/en/enterprise-search/current/connectors-mongodb.html -
Best of MetaFilter
Best Of MetaFilter Help mecran01 trashtalk his friends! Virtual...racism , theparrot , writing The Best Reason To Make Popcorn Photo...bestof.metafilter.com -
feature_extraction.rst.txt
:math:`\text{tf-idf}_{\text{term1}} = \text{tf} \times \text{idf}...:math:`\text{tf-idf(t,d)}=\text{tf(t,d)} \times \text{idf(t)}`....scikit-learn.org/stable/_sources/modules/feature_extraction.rst.txt -
v1.4.rst.txt
train_test_split` in :pr:`26855` by `Tim...- :class:`feature_extraction.text.TfidfTransformer` in :pr:`27219`...scikit-learn.org/stable/_sources/whats_new/v1.4.rst.txt -
Plot multinomial and One-vs-Rest Logistic Regre...
concatenate ([ est . coef_ for est in clf . estimators_...np . concatenate ([ est . intercept_ for est in clf . estimators_...scikit-learn.org/stable/auto_examples/linear_model/plot_logistic_multinomial.html -
Working with text documents — scikit-learn 1.5....
text module. Classification of text documents using...Classification of text documents using sparse features Clustering text documents...scikit-learn.org/stable/auto_examples/text/index.html