Run
508742

Run 508742

Task 3774 (Supervised Classification) fri_c2_250_5 Uploaded 27-01-2016 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
0.8818
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8839
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7644
Cross-validation details (10-fold Crossvalidation)
KB relative information score
190.7546
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.116
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4929
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8839
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.884
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9898
Cross-validation details (10-fold Crossvalidation)
Recall
0.884
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2354
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4964
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3406
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6861
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.985
UserCPU time millis testing
0.34
UserCPU time millis training
3.645