Run
518593

Run 518593

Task 9952 (Supervised Classification) phoneme Uploaded 30-01-2016 by Rafael Gomes Mantovani
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Flow

classif.mlp(5)Learner classif.mlp from package(s) RSNNS.
classif.mlp(5)_seed1
classif.mlp(5)_kindMersenne-Twister
classif.mlp(5)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.7723
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8151
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5514
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2822.624
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1838
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4147
Cross-validation details (10-fold Crossvalidation)
Number of instances
5404
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8142
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8162
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8162
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4431
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4287
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9414
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
58.617
UserCPU time millis testing
3.469
UserCPU time millis training
55.148