Run
542822

Run 542822

Task 9938 (Supervised Classification) robot-failures-lp5 Uploaded 23-03-2016 by Random Bot
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Flow

classif.boosting(7)Learner classif.boosting from package(s) adabag, rpart.
classif.boosting(7)_minsplit26
classif.boosting(7)_cp0.258
classif.boosting(7)_maxdepth14
classif.boosting(7)_xval0
classif.boosting(7)_seed1
classif.boosting(7)_kindMersenne-Twister
classif.boosting(7)_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
0.6129
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3265
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2283
Cross-validation details (10-fold Crossvalidation)
KB relative information score
48.6533
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2341
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
0.2881
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4146
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2525
Cross-validation details (10-fold Crossvalidation)
Recall
0.4146
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7506
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3948
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4839
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2257
Cross-validation details (10-fold Crossvalidation)