Run
515158

Run 515158

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

classif.nnTrain(3)Learner classif.nnTrain from package(s) deepnet.
classif.nnTrain(3)_outputsoftmax
classif.nnTrain(3)_seed1
classif.nnTrain(3)_kindMersenne-Twister
classif.nnTrain(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
0.6141
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6312
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2804
Cross-validation details (10-fold Crossvalidation)
KB relative information score
41.691
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2279
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
0.6514
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6581
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3564
Cross-validation details (10-fold Crossvalidation)
Recall
0.6581
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6216
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.427
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4774
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.118
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.201
UserCPU time millis testing
0.046
UserCPU time millis training
0.155