Run
515160

Run 515160

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

classif.PART(4)Learner classif.PART from package(s) RWeka.
classif.PART(4)_seed1
classif.PART(4)_kindMersenne-Twister
classif.PART(4)_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
0.8358
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8224
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6755
Cross-validation details (10-fold Crossvalidation)
KB relative information score
79.4298
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1197
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
0.8314
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8205
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3564
Cross-validation details (10-fold Crossvalidation)
Recall
0.8205
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3263
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.427
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3459
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.81
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.003
UserCPU time millis testing
1.681
UserCPU time millis training
2.322