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QuantileRegressor — scikit-learn 1.8.0 document...
float \(R^2\) of self.predict(X) w.r.t. y . Notes The \(R^2\) score...n_samples , n_features = 10 , 2 >>> rng = np . random . RandomState...scikit-learn.org/stable/modules/generated/sklearn.linear_model.QuantileRegressor.html -
Test an analyzer | Elastic Docs
"position": 2 }, { "token": "fox.",...: 0, "end_offset": 2, "type": "<ALPHANUM>",...www.elastic.co/docs/manage-data/data-store/text-analysis/test-an-analyzer -
TransformedTargetRegressor — scikit-learn 1.8.0...
float \(R^2\) of self.predict(X) w.r.t. y . Notes The \(R^2\) score...The function needs to return a 2-dimensional array. inverse_func...scikit-learn.org/stable/modules/generated/sklearn.compose.TransformedTargetRegressor.html -
Quickstart: Time series data stream basics | El...
"total": 2, "successful": 2, "failed":..."total": 2, "successful": 2, "failed":...www.elastic.co/docs/manage-data/data-store/data-streams/quickstart-tsds -
1.17. Neural network models (supervised) — scik...
predict ([[ 2. , 2. ], [ - 1. , - 2. ]]) array([1, 0])...coef in clf . coefs_ ] [(2, 5), (5, 2), (2, 1)] Currently, MLPClassifier...scikit-learn.org/stable/modules/neural_networks_supervised.html -
Model Complexity Influence — scikit-learn 1.8.0...
"n_iter_no_change" : 2 , }, "changing_param" : "l1_ratio"..."tuned_params" : { "C" : 1e3 , "gamma" : 2 **- 15 }, "changing_param" : "nu"...scikit-learn.org/stable/auto_examples/applications/plot_model_complexity_influence.html -
IsotonicRegression — scikit-learn 1.8.0 documen...
float \(R^2\) of self.predict(X) w.r.t. y . Notes The \(R^2\) score...Operations Research Vol. 14, No. 2 (May, 1989), pp. 303-308 Isotone...scikit-learn.org/stable/modules/generated/sklearn.isotonic.IsotonicRegression.html -
gen_batches — scikit-learn 1.8.0 documentation
list ( gen_batches ( 2 , 3 )) [slice(0, 2, None)] >>> list ( gen_batches...gen_batches ( 7 , 3 , min_batch_size = 2 )) [slice(0, 3, None), slice(3,...scikit-learn.org/stable/modules/generated/sklearn.utils.gen_batches.html -
mean_absolute_percentage_error — scikit-learn 1...
2 , 7 ] >>> y_pred = [ 2.5 , 0.0 , 2 , 8 ] >>> m...1. , 0. , 2.4 , 7. ] >>> y_pred = [ 1.2 , 0.1 , 2.4 , 8. ] >>>...scikit-learn.org/stable/modules/generated/sklearn.metrics.mean_absolute_percentage_error.html -
Principal Component Regression vs Partial Least...
n_samples ) / 2 fig , axes = plt . subplots ( 1 , 2 , figsize =...) pca = PCA ( n_components = 2 ) . fit ( X ) plt . scatter (...scikit-learn.org/stable/auto_examples/cross_decomposition/plot_pcr_vs_pls.html