Run
515156

Run 515156

Task 9937 (Supervised Classification) robot-failures-lp4 Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.nnet(3)Learner classif.nnet from package(s) nnet.
classif.nnet(3)_size3
classif.nnet(3)_seed1
classif.nnet(3)_kindMersenne-Twister
classif.nnet(3)_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
0.761
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7323
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5307
Cross-validation details (10-fold Crossvalidation)
KB relative information score
62.2791
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1766
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3667
Cross-validation details (10-fold Crossvalidation)
Number of instances
117
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7341
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.735
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3564
Cross-validation details (10-fold Crossvalidation)
Recall
0.735
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4817
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.427
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4203
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9842
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.304
UserCPU time millis testing
0.167
UserCPU time millis training
1.137