Run
10591696

Run 10591696

Task 10101 (Supervised Classification) blood-transfusion-service-center Uploaded 15-11-2022 by Laurens Krudde
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sklearn.neural_network._multilayer_perceptron.MLPClassifier(2)Multi-layer Perceptron classifier. This model optimizes the log-loss function using LBFGS or stochastic gradient descent. .. versionadded:: 0.18
sklearn.neural_network._multilayer_perceptron.MLPClassifier(2)_activation"relu"
sklearn.neural_network._multilayer_perceptron.MLPClassifier(2)_alpha1
sklearn.neural_network._multilayer_perceptron.MLPClassifier(2)_batch_size"auto"
sklearn.neural_network._multilayer_perceptron.MLPClassifier(2)_beta_10.9
sklearn.neural_network._multilayer_perceptron.MLPClassifier(2)_beta_20.999
sklearn.neural_network._multilayer_perceptron.MLPClassifier(2)_early_stoppingfalse
sklearn.neural_network._multilayer_perceptron.MLPClassifier(2)_epsilon1e-08
sklearn.neural_network._multilayer_perceptron.MLPClassifier(2)_hidden_layer_sizes[100]
sklearn.neural_network._multilayer_perceptron.MLPClassifier(2)_learning_rate"constant"
sklearn.neural_network._multilayer_perceptron.MLPClassifier(2)_learning_rate_init0.001
sklearn.neural_network._multilayer_perceptron.MLPClassifier(2)_max_fun15000
sklearn.neural_network._multilayer_perceptron.MLPClassifier(2)_max_iter1000
sklearn.neural_network._multilayer_perceptron.MLPClassifier(2)_momentum0.9
sklearn.neural_network._multilayer_perceptron.MLPClassifier(2)_n_iter_no_change10
sklearn.neural_network._multilayer_perceptron.MLPClassifier(2)_nesterovs_momentumtrue
sklearn.neural_network._multilayer_perceptron.MLPClassifier(2)_power_t0.5
sklearn.neural_network._multilayer_perceptron.MLPClassifier(2)_random_state63337
sklearn.neural_network._multilayer_perceptron.MLPClassifier(2)_shuffletrue
sklearn.neural_network._multilayer_perceptron.MLPClassifier(2)_solver"adam"
sklearn.neural_network._multilayer_perceptron.MLPClassifier(2)_tol0.0001
sklearn.neural_network._multilayer_perceptron.MLPClassifier(2)_validation_fraction0.1
sklearn.neural_network._multilayer_perceptron.MLPClassifier(2)_verbosefalse
sklearn.neural_network._multilayer_perceptron.MLPClassifier(2)_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.

18 Evaluation measures

0.7008 ± 0.0757
Per class
Cross-validation details (10-fold Crossvalidation)
0.7185 ± 0.073
Per class
Cross-validation details (10-fold Crossvalidation)
0.1616 ± 0.2046
Cross-validation details (10-fold Crossvalidation)
0.1104 ± 0.0808
Cross-validation details (10-fold Crossvalidation)
0.2972 ± 0.0237
Cross-validation details (10-fold Crossvalidation)
0.363 ± 0.0023
Cross-validation details (10-fold Crossvalidation)
0.7741 ± 0.0359
Cross-validation details (10-fold Crossvalidation)
748
Per class
Cross-validation details (10-fold Crossvalidation)
0.7411 ± 0.1139
Per class
Cross-validation details (10-fold Crossvalidation)
0.7741 ± 0.0359
Cross-validation details (10-fold Crossvalidation)
0.7916 ± 0.0072
Cross-validation details (10-fold Crossvalidation)
0.8186 ± 0.0633
Cross-validation details (10-fold Crossvalidation)
0.4258 ± 0.0027
Cross-validation details (10-fold Crossvalidation)
0.4087 ± 0.0267
Cross-validation details (10-fold Crossvalidation)
0.9598 ± 0.0642
Cross-validation details (10-fold Crossvalidation)
0.5601 ± 0.0909
Cross-validation details (10-fold Crossvalidation)