Run
511219

Run 511219

Task 3747 (Supervised Classification) fri_c0_500_5 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
0.8579
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.858
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.716
Cross-validation details (10-fold Crossvalidation)
KB relative information score
357.9967
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.142
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8583
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.858
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.858
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.284
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3768
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7537
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
9.491
UserCPU time millis testing
0.696
UserCPU time millis training
8.795