Run
8885499

Run 8885499

Task 167133 (Supervised Classification) CIFAR_10_small Uploaded 14-03-2018 by Leroy Visser
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Flow

sklearn.pipeline.Pipeline(scaler2=sklearn.preprocessing.data.MinMaxScaler,e stimator=sklearn.linear_model.stochastic_gradient.SGDClassifier)(1)Automatically created scikit-learn flow.
sklearn.preprocessing.data.MinMaxScaler(3)_copytrue
sklearn.preprocessing.data.MinMaxScaler(3)_feature_range[0, 1]
sklearn.linear_model.stochastic_gradient.SGDClassifier(5)_alpha0.0001
sklearn.linear_model.stochastic_gradient.SGDClassifier(5)_averagefalse
sklearn.linear_model.stochastic_gradient.SGDClassifier(5)_class_weightnull
sklearn.linear_model.stochastic_gradient.SGDClassifier(5)_epsilon0.1
sklearn.linear_model.stochastic_gradient.SGDClassifier(5)_eta00.0
sklearn.linear_model.stochastic_gradient.SGDClassifier(5)_fit_intercepttrue
sklearn.linear_model.stochastic_gradient.SGDClassifier(5)_l1_ratio0.15
sklearn.linear_model.stochastic_gradient.SGDClassifier(5)_learning_rate"optimal"
sklearn.linear_model.stochastic_gradient.SGDClassifier(5)_loss"modified_huber"
sklearn.linear_model.stochastic_gradient.SGDClassifier(5)_max_iternull
sklearn.linear_model.stochastic_gradient.SGDClassifier(5)_n_iter5
sklearn.linear_model.stochastic_gradient.SGDClassifier(5)_n_jobs1
sklearn.linear_model.stochastic_gradient.SGDClassifier(5)_penalty"l2"
sklearn.linear_model.stochastic_gradient.SGDClassifier(5)_power_t0.5
sklearn.linear_model.stochastic_gradient.SGDClassifier(5)_random_state54826
sklearn.linear_model.stochastic_gradient.SGDClassifier(5)_shuffletrue
sklearn.linear_model.stochastic_gradient.SGDClassifier(5)_tolnull
sklearn.linear_model.stochastic_gradient.SGDClassifier(5)_verbose0
sklearn.linear_model.stochastic_gradient.SGDClassifier(5)_warm_startfalse
sklearn.pipeline.Pipeline(scaler2=sklearn.preprocessing.data.MinMaxScaler,estimator=sklearn.linear_model.stochastic_gradient.SGDClassifier)(1)_memorynull

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

0.5935 ± 0.0215
Per class
Cross-validation details (10-fold Crossvalidation)
0.139 ± 0.0373
Per class
Cross-validation details (10-fold Crossvalidation)
0.0809 ± 0.0345
Cross-validation details (10-fold Crossvalidation)
3846.2328 ± 58.2076
Cross-validation details (10-fold Crossvalidation)
0.1622 ± 0.0049
Cross-validation details (10-fold Crossvalidation)
0.18 ± 0
Cross-validation details (10-fold Crossvalidation)
20000
Per class
Cross-validation details (10-fold Crossvalidation)
0.307 ± 0.058
Per class
Cross-validation details (10-fold Crossvalidation)
0.1728 ± 0.0311
Cross-validation details (10-fold Crossvalidation)
3.3218
Cross-validation details (10-fold Crossvalidation)
0.1728 ± 0.0311
Per class
Cross-validation details (10-fold Crossvalidation)
0.901 ± 0.0272
Cross-validation details (10-fold Crossvalidation)
0.3 ± 0
Cross-validation details (10-fold Crossvalidation)
0.3683 ± 0.0153
Cross-validation details (10-fold Crossvalidation)
1.2277 ± 0.051
Cross-validation details (10-fold Crossvalidation)