Run
6049501

Run 6049501

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[550]
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

0.9987 ± 0.0002
Per class
Cross-validation details (10-fold Crossvalidation)
0.9683 ± 0.0017
Per class
Cross-validation details (10-fold Crossvalidation)
0.9648 ± 0.0019
Cross-validation details (10-fold Crossvalidation)
67756.7585 ± 11.419
Cross-validation details (10-fold Crossvalidation)
0.0064 ± 0.0003
Cross-validation details (10-fold Crossvalidation)
0.1799 ± 0
Cross-validation details (10-fold Crossvalidation)
70000
Per class
Cross-validation details (10-fold Crossvalidation)
0.9683 ± 0.0017
Per class
Cross-validation details (10-fold Crossvalidation)
0.9683 ± 0.0017
Cross-validation details (10-fold Crossvalidation)
3.3198
Cross-validation details (10-fold Crossvalidation)
0.9683 ± 0.0017
Per class
Cross-validation details (10-fold Crossvalidation)
0.0355 ± 0.0018
Cross-validation details (10-fold Crossvalidation)
0.3 ± 0
Cross-validation details (10-fold Crossvalidation)
0.0769 ± 0.0019
Cross-validation details (10-fold Crossvalidation)
0.2562 ± 0.0065
Cross-validation details (10-fold Crossvalidation)