Run
2083513

Run 2083513

Task 3647 (Supervised Classification) rabe_266 Uploaded 22-04-2017 by Jeroen van Hoof
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • NumPy_1.12.0. Python_3.6.0. run_task Sat_Apr_22_18.32.35_2017 SciPy_0.19.0. sklearn.neural_network.multilayer_perceptron.MLPClassifier Sklearn_0.18.1.
Issue #Downvotes for this reason By


Flow

sklearn.neural_network.multilayer_perceptron.MLPClassifier(3)Automatically created scikit-learn flow.
sklearn.neural_network.multilayer_perceptron.MLPClassifier(3)_activationrelu
sklearn.neural_network.multilayer_perceptron.MLPClassifier(3)_alpha0.0001
sklearn.neural_network.multilayer_perceptron.MLPClassifier(3)_batch_sizeauto
sklearn.neural_network.multilayer_perceptron.MLPClassifier(3)_beta_10.9
sklearn.neural_network.multilayer_perceptron.MLPClassifier(3)_beta_20.999
sklearn.neural_network.multilayer_perceptron.MLPClassifier(3)_early_stoppingFalse
sklearn.neural_network.multilayer_perceptron.MLPClassifier(3)_epsilon1e-08
sklearn.neural_network.multilayer_perceptron.MLPClassifier(3)_hidden_layer_sizes(100,)
sklearn.neural_network.multilayer_perceptron.MLPClassifier(3)_learning_rateadaptive
sklearn.neural_network.multilayer_perceptron.MLPClassifier(3)_learning_rate_init1
sklearn.neural_network.multilayer_perceptron.MLPClassifier(3)_max_iter1000
sklearn.neural_network.multilayer_perceptron.MLPClassifier(3)_momentum0.3
sklearn.neural_network.multilayer_perceptron.MLPClassifier(3)_nesterovs_momentumTrue
sklearn.neural_network.multilayer_perceptron.MLPClassifier(3)_power_t0.5
sklearn.neural_network.multilayer_perceptron.MLPClassifier(3)_random_stateNone
sklearn.neural_network.multilayer_perceptron.MLPClassifier(3)_shuffleTrue
sklearn.neural_network.multilayer_perceptron.MLPClassifier(3)_solversgd
sklearn.neural_network.multilayer_perceptron.MLPClassifier(3)_tol0.0001
sklearn.neural_network.multilayer_perceptron.MLPClassifier(3)_validation_fraction0.1
sklearn.neural_network.multilayer_perceptron.MLPClassifier(3)_verboseTrue
sklearn.neural_network.multilayer_perceptron.MLPClassifier(3)_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
0.8996
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.771
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5439
Cross-validation details (10-fold Crossvalidation)
KB relative information score
73.7999
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1899
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4988
Cross-validation details (10-fold Crossvalidation)
Number of instances
120
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7863
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.775
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9983
Cross-validation details (10-fold Crossvalidation)
Recall
0.775
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3807
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4994
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3751
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7511
Cross-validation details (10-fold Crossvalidation)