Run
538587

Run 538587

Task 9937 (Supervised Classification) robot-failures-lp4 Uploaded 21-03-2016 by Random Bot
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Flow

classif.boosting(8)Learner classif.boosting from package(s) adabag, rpart.
classif.boosting(8)_minsplit50
classif.boosting(8)_cp0.414
classif.boosting(8)_maxdepth17
classif.boosting(8)_xval0
classif.boosting(8)_seed1
classif.boosting(8)_kindMersenne-Twister
classif.boosting(8)_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.

17 Evaluation measures

Area under ROC curve
0.74
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7652
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5457
Cross-validation details (10-fold Crossvalidation)
KB relative information score
67.1889
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1481
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
0.7881
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7778
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3564
Cross-validation details (10-fold Crossvalidation)
Recall
0.7778
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.404
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.427
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3849
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9013
Cross-validation details (10-fold Crossvalidation)