Run
521074

Run 521074

Task 3584 (Supervised Classification) fri_c4_1000_100 Uploaded 06-02-2016 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
0.6198
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6247
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2386
Cross-validation details (10-fold Crossvalidation)
KB relative information score
229.938
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.376
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4918
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6257
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.624
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9882
Cross-validation details (10-fold Crossvalidation)
Recall
0.624
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7645
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4959
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6132
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2365
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.243
UserCPU time millis testing
0.14
UserCPU time millis training
4.103