Run
516868

Run 516868

Task 9938 (Supervised Classification) robot-failures-lp5 Uploaded 29-01-2016 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
0.7165
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5294
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4299
Cross-validation details (10-fold Crossvalidation)
KB relative information score
76.6059
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1756
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3119
Cross-validation details (10-fold Crossvalidation)
Number of instances
164
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5465
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.561
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2525
Cross-validation details (10-fold Crossvalidation)
Recall
0.561
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.563
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3948
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4191
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0615
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.576
UserCPU time millis testing
0.141
UserCPU time millis training
1.435