Run
511534

Run 511534

Task 3860 (Supervised Classification) balance-scale Uploaded 28-01-2016 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
0.9628
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9632
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9259
Cross-validation details (10-fold Crossvalidation)
KB relative information score
578.5743
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0368
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4969
Cross-validation details (10-fold Crossvalidation)
Number of instances
625
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9632
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9632
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9956
Cross-validation details (10-fold Crossvalidation)
Recall
0.9632
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0741
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4985
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1918
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3849
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
11.802
UserCPU time millis testing
0.822
UserCPU time millis training
10.98