Run
516896

Run 516896

Task 9938 (Supervised Classification) robot-failures-lp5 Uploaded 29-01-2016 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
0.8046
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6777
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6043
Cross-validation details (10-fold Crossvalidation)
KB relative information score
101.7232
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.122
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3119
Cross-validation details (10-fold Crossvalidation)
Number of instances
164
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6709
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6951
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2525
Cross-validation details (10-fold Crossvalidation)
Recall
0.6951
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.391
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3948
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3492
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8846
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
396.989
UserCPU time millis testing
19.183
UserCPU time millis training
377.806