Run
515162

Run 515162

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

classif.randomForestSRC(5)Learner classif.randomForestSRC from package(s) randomForestSRC.
classif.randomForestSRC(5)_na.actionna.impute
classif.randomForestSRC(5)_seed1
classif.randomForestSRC(5)_kindMersenne-Twister
classif.randomForestSRC(5)_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
0.8892
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.898
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8194
Cross-validation details (10-fold Crossvalidation)
KB relative information score
94.7689
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0627
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
0.9141
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.906
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3564
Cross-validation details (10-fold Crossvalidation)
Recall
0.906
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1709
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.427
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2504
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5863
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
8.161
UserCPU time millis testing
1.239
UserCPU time millis training
6.922