Run
6049506

Run 6049506

Task 146545 (Supervised Classification) ML2017-challenge-3 Uploaded 26-07-2017 by Michal Blazej
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Flow

sklearn.neural_network.multilayer_perceptron.MLPClassifier(5)Automatically created scikit-learn flow.
sklearn.neural_network.multilayer_perceptron.MLPClassifier(5)_activation"relu"
sklearn.neural_network.multilayer_perceptron.MLPClassifier(5)_alpha0.0001
sklearn.neural_network.multilayer_perceptron.MLPClassifier(5)_batch_size"auto"
sklearn.neural_network.multilayer_perceptron.MLPClassifier(5)_beta_10.9
sklearn.neural_network.multilayer_perceptron.MLPClassifier(5)_beta_20.999
sklearn.neural_network.multilayer_perceptron.MLPClassifier(5)_early_stoppingfalse
sklearn.neural_network.multilayer_perceptron.MLPClassifier(5)_epsilon1e-08
sklearn.neural_network.multilayer_perceptron.MLPClassifier(5)_hidden_layer_sizes[820]
sklearn.neural_network.multilayer_perceptron.MLPClassifier(5)_learning_rate"constant"
sklearn.neural_network.multilayer_perceptron.MLPClassifier(5)_learning_rate_init0.001
sklearn.neural_network.multilayer_perceptron.MLPClassifier(5)_max_iter200
sklearn.neural_network.multilayer_perceptron.MLPClassifier(5)_momentum0.9
sklearn.neural_network.multilayer_perceptron.MLPClassifier(5)_nesterovs_momentumtrue
sklearn.neural_network.multilayer_perceptron.MLPClassifier(5)_power_t0.5
sklearn.neural_network.multilayer_perceptron.MLPClassifier(5)_random_state1
sklearn.neural_network.multilayer_perceptron.MLPClassifier(5)_shuffletrue
sklearn.neural_network.multilayer_perceptron.MLPClassifier(5)_solver"adam"
sklearn.neural_network.multilayer_perceptron.MLPClassifier(5)_tol0.0001
sklearn.neural_network.multilayer_perceptron.MLPClassifier(5)_validation_fraction0.1
sklearn.neural_network.multilayer_perceptron.MLPClassifier(5)_verbosefalse
sklearn.neural_network.multilayer_perceptron.MLPClassifier(5)_warm_startfalse

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

Area under ROC curve
0.9985
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9677
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9641
Cross-validation details (10-fold Crossvalidation)
KB relative information score
67704.411
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0065
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1799
Cross-validation details (10-fold Crossvalidation)
Number of instances
70000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9677
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9677
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3198
Cross-validation details (10-fold Crossvalidation)
Recall
0.9677
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0362
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0775
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2585
Cross-validation details (10-fold Crossvalidation)