Run
516815

Run 516815

Task 3846 (Supervised Classification) cmc Uploaded 29-01-2016 by Rafael Gomes Mantovani
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Flow

classif.avNNet(5)Learner classif.avNNet from package(s) nnet.
classif.avNNet(5)_size3
classif.avNNet(5)_seed1
classif.avNNet(5)_kindMersenne-Twister
classif.avNNet(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
0.6797
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6937
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.381
Cross-validation details (10-fold Crossvalidation)
KB relative information score
604.5366
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2858
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4894
Cross-validation details (10-fold Crossvalidation)
Number of instances
1473
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7348
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7142
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9846
Cross-validation details (10-fold Crossvalidation)
Recall
0.7142
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.584
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4946
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5346
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0808
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
7.671
UserCPU time millis testing
0.47
UserCPU time millis training
7.201