Run
516870

Run 516870

Task 9938 (Supervised Classification) robot-failures-lp5 Uploaded 29-01-2016 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
0.6747
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4229
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3509
Cross-validation details (10-fold Crossvalidation)
KB relative information score
65.6325
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1976
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
0.4061
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5061
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2525
Cross-validation details (10-fold Crossvalidation)
Recall
0.5061
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6333
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3948
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4445
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1259
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.217
UserCPU time millis testing
0.042
UserCPU time millis training
0.175