Run
523597

Run 523597

Task 3764 (Supervised Classification) fried Uploaded 10-02-2016 by Rafael Gomes Mantovani
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Flow

classif.nnet(5)Learner classif.nnet from package(s) nnet.
classif.nnet(5)_size3
classif.nnet(5)_seed1
classif.nnet(5)_kindMersenne-Twister
classif.nnet(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
0.886
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.886
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7721
Cross-validation details (10-fold Crossvalidation)
KB relative information score
31477.9404
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1139
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
40768
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8865
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8861
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.8861
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2279
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3375
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6751
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
39.386
UserCPU time millis testing
0.081
UserCPU time millis training
39.305