Run
516853

Run 516853

Task 9938 (Supervised Classification) robot-failures-lp5 Uploaded 29-01-2016 by Rafael Gomes Mantovani
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Flow

classif.dbnDNN(3)Learner classif.dbnDNN from package(s) deepnet.
classif.dbnDNN(3)_outputsoftmax
classif.dbnDNN(3)_seed1
classif.dbnDNN(3)_kindMersenne-Twister
classif.dbnDNN(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
0.5711
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3049
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1509
Cross-validation details (10-fold Crossvalidation)
KB relative information score
39.7128
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2537
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
0.2707
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3659
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2525
Cross-validation details (10-fold Crossvalidation)
Recall
0.3659
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8132
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3948
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5036
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2758
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.377
UserCPU time millis testing
0.047
UserCPU time millis training
0.33