Run
515177

Run 515177

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

classif.boosting(4)Learner classif.boosting from package(s) adabag, rpart.
classif.boosting(4)_xval0
classif.boosting(4)_seed1
classif.boosting(4)_kindMersenne-Twister
classif.boosting(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
0.8958
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8954
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8098
Cross-validation details (10-fold Crossvalidation)
KB relative information score
94.3344
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0684
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
0.8955
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8974
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3564
Cross-validation details (10-fold Crossvalidation)
Recall
0.8974
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1865
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.427
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2615
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6123
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
384.353
UserCPU time millis testing
18.941
UserCPU time millis training
365.412