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Effect of transforming the targets in regressio...
subplots ( 2 , 2 , sharey = "row" , figsize =...ax1 ) = plt . subplots ( 1 , 2 ) ax0 . hist ( y , bins = 100...scikit-learn.org/stable/auto_examples/compose/plot_transformed_target.html -
Underfitting vs. Overfitting — scikit-learn 1.5...
ylim (( - 2 , 2 )) plt . legend ( loc = "best"...scikit-learn.org/stable/auto_examples/model_selection/plot_underfitting_overfitting.html -
Gaussian Mixture Model Sine Curve — scikit-lear...
eigh ( covar ) v = 2.0 * np . sqrt ( 2.0 ) * np . sqrt ( v )...mean_precision_prior = 1e-2 , covariance_prior = 1e0 * np . eye ( 2 ), init_params...scikit-learn.org/stable/auto_examples/mixture/plot_gmm_sin.html -
Australian Teenager Gout Gout Wins 100 Meter Ra...
2 seconds makes it clear that he's...Australia who ran 100m in 10.2 seconds this year. Found the footage—...digg.com/digg-vids/link/gout-gout-australian-runner-vid -
inplace_swap_column — scikit-learn 1.5.2 docume...
2 , 3 , 3 , 3 ]) >>> indices = np . array ([ 0 , 2 , 2 ])...>>> data = np . array ([ 8 , 2 , 5 ]) >>> csr = sparse . csr_matrix...scikit-learn.org/stable/modules/generated/sklearn.utils.sparsefuncs.inplace_swap_column.html -
inplace_row_scale — scikit-learn 1.5.2 document...
2 , 3 , 4 , 5 ]) >>> indices = np . array ([ 0 , 1 , 2 , 3...([ 8 , 1 , 2 , 5 , 6 ]) >>> scale = np . array ([ 2 , 3 , 4 ,...scikit-learn.org/stable/modules/generated/sklearn.utils.sparsefuncs.inplace_row_scale.html -
Recognizing hand-written digits — scikit-learn ...
turning each 2-D array of grayscale values from...0.99 0.99 88 1 0.99 0.97 0.98 91 2 0.99 0.99 0.99 86 3 0.98 0.87...scikit-learn.org/stable/auto_examples/classification/plot_digits_classification.html -
Lagged features for time series forecasting — s...
1 ± 2.3" "17.7 ± 1.3" "19.5 ± 1.1" "21.4 ± 2.4" "poisson"...s" "0.32 ± 0.07" "64.2 ± 4.0" "39.3 ± 2.8" "16.7 ± 1.5" "19.7...scikit-learn.org/stable/auto_examples/applications/plot_time_series_lagged_features.html -
mean_gamma_deviance — scikit-learn 1.5.2 docume...
= [ 2 , 0.5 , 1 , 4 ] >>> y_pred = [ 0.5 , 0.5 , 2. , 2. ] >>>...with the power parameter power=2 . It is invariant to scaling of...scikit-learn.org/stable/modules/generated/sklearn.metrics.mean_gamma_deviance.html -
Multilabel classification using a classifier ch...
yeast dataset which contains 2,417 datapoints each with 103 features...train_test_split ( X , Y , test_size = 0.2 , random_state = 0 ) Fit models...scikit-learn.org/stable/auto_examples/multioutput/plot_classifier_chain_yeast.html