Run
515146

Run 515146

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

classif.J48(20)Learner classif.J48 from package(s) RWeka.
classif.J48(20)_seed1
classif.J48(20)_kindMersenne-Twister
classif.J48(20)_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
0.77
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7602
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.562
Cross-validation details (10-fold Crossvalidation)
KB relative information score
66.9793
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1595
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
0.7621
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7607
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3564
Cross-validation details (10-fold Crossvalidation)
Recall
0.7607
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4351
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.427
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3994
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9354
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.177
UserCPU time millis testing
1.332
UserCPU time millis training
1.845