Run
6023759

Run 6023759

Task 146545 (Supervised Classification) ML2017-challenge-3 Uploaded 19-07-2017 by Berkel
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Flow

sklearn.neural_network.multilayer_perceptron.MLPClassifier(6)Automatically created scikit-learn flow.
sklearn.neural_network.multilayer_perceptron.MLPClassifier(6)_activation"relu"
sklearn.neural_network.multilayer_perceptron.MLPClassifier(6)_alpha0.0001
sklearn.neural_network.multilayer_perceptron.MLPClassifier(6)_batch_size"auto"
sklearn.neural_network.multilayer_perceptron.MLPClassifier(6)_beta_10.9
sklearn.neural_network.multilayer_perceptron.MLPClassifier(6)_beta_20.999
sklearn.neural_network.multilayer_perceptron.MLPClassifier(6)_early_stoppingfalse
sklearn.neural_network.multilayer_perceptron.MLPClassifier(6)_epsilon1e-08
sklearn.neural_network.multilayer_perceptron.MLPClassifier(6)_hidden_layer_sizes[100]
sklearn.neural_network.multilayer_perceptron.MLPClassifier(6)_learning_rate"adaptive"
sklearn.neural_network.multilayer_perceptron.MLPClassifier(6)_learning_rate_init0.001
sklearn.neural_network.multilayer_perceptron.MLPClassifier(6)_max_iter300
sklearn.neural_network.multilayer_perceptron.MLPClassifier(6)_momentum0.9
sklearn.neural_network.multilayer_perceptron.MLPClassifier(6)_nesterovs_momentumtrue
sklearn.neural_network.multilayer_perceptron.MLPClassifier(6)_power_t0.5
sklearn.neural_network.multilayer_perceptron.MLPClassifier(6)_random_state10533
sklearn.neural_network.multilayer_perceptron.MLPClassifier(6)_shuffletrue
sklearn.neural_network.multilayer_perceptron.MLPClassifier(6)_solver"lbfgs"
sklearn.neural_network.multilayer_perceptron.MLPClassifier(6)_tol0.0001
sklearn.neural_network.multilayer_perceptron.MLPClassifier(6)_validation_fraction0.1
sklearn.neural_network.multilayer_perceptron.MLPClassifier(6)_verbosefalse
sklearn.neural_network.multilayer_perceptron.MLPClassifier(6)_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
0.9965
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9483
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9425
Cross-validation details (10-fold Crossvalidation)
KB relative information score
66058.3514
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0138
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
0.9484
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9483
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3198
Cross-validation details (10-fold Crossvalidation)
Recall
0.9483
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0768
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0894
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.298
Cross-validation details (10-fold Crossvalidation)