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1.16. Probability calibration — scikit-learn 1....
test_set) couples (as determined...Then its predictions on the test subset are used to fit a calibrator...scikit-learn.org/stable/modules/calibration.html -
1.5. Stochastic Gradient Descent — scikit-learn...
SGDClassifier ()) est . fit ( X_train ) est . predict ( X_test ) If your...( X_train ) X_test = scaler . transform ( X_test ) # apply same...scikit-learn.org/stable/modules/sgd.html -
"a peculiarly British disease which we aim to e...
at what they were trying to test. posted by MythMaker at 4:56...at what they were trying to test. I had a similar one, two pie...www.metafilter.com/203837/a-peculiarly-British-disease-which-we-aim-to-eradicate -
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 -
2.1. Gaussian mixture models — scikit-learn 1.5...
Given test data, it can assign to each...scikit-learn.org/stable/modules/mixture.html -
ensemble.rst.txt
mean_squared_error(y_test, est.predict(X_test)) 5.00... >>> _ = est.set_pa...to est >>> mean_squared_error(y_test, est.predict(X_test)) 3.84......scikit-learn.org/stable/_sources/modules/ensemble.rst.txt -
1.7. Gaussian Processes — scikit-learn 1.5.0 do...
= noise\_level \text{ if } x_i == x_j \text{ else } 0\] 1.7.4.2....probabilistic classification, where test predictions take the form of...scikit-learn.org/stable/modules/gaussian_process.html -
neighbors.rst.txt
X_test, y_train, y_test = train_test_split(X, y, ......>>> print(nca_pipe.score(X_test, y_test)) 0.96190476... .. |nca_classification_1|...scikit-learn.org/stable/_sources/modules/neighbors.rst.txt -
8.2. Computational Performance — scikit-learn 1...
Here is sample code to test the sparsity of your input:...sparsify () clf . predict ( X_test ) In this example we prefer...scikit-learn.org/stable/computing/computational_performance.html -
FanFare
Glory By Emily Tesh. World Fantasy Award winner Tesh (the Greenhollow...X-Men’s dream is put to the test as mutant-human relations reach...fanfare.metafilter.com