Run
515164

Run 515164

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

classif.rpart(38)Learner classif.rpart from package(s) rpart.
classif.rpart(38)_xval0
classif.rpart(38)_seed1
classif.rpart(38)_kindMersenne-Twister
classif.rpart(38)_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
0.7541
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7368
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5246
Cross-validation details (10-fold Crossvalidation)
KB relative information score
62.5053
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1766
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
0.7407
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.735
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3564
Cross-validation details (10-fold Crossvalidation)
Recall
0.735
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4817
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.427
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4203
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9842
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.579
UserCPU time millis testing
0.195
UserCPU time millis training
0.384