OpenML
2147276

Run 2147276

Task 9952 (Supervised Classification) phoneme Uploaded 12-05-2017 by Philippe ROUSSILLE
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  • gateau_au_chocolat modelage_test poc set1 train
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Flow

multilayerperceptron(1)A flow using multilayerperceptron for the POC.

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
0.8726 ± 0.0106
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8172 ± 0.0084
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5694 ± 0.0193
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2017.2671 ± 11.7863
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2571 ± 0.008
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4147 ± 0.0003
Cross-validation details (10-fold Crossvalidation)
Number of instances
5404
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8237 ± 0.0082
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8138 ± 0.0088
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8138 ± 0.0088
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6199 ± 0.0194
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554 ± 0.0004
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3609 ± 0.0083
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7925 ± 0.0182
Cross-validation details (10-fold Crossvalidation)