Run
542514

Run 542514

Task 3911 (Supervised Classification) ar4 Uploaded 23-03-2016 by Random Bot
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Flow

classif.boosting(8)Learner classif.boosting from package(s) adabag, rpart.
classif.boosting(8)_minsplit24
classif.boosting(8)_cp0.252
classif.boosting(8)_maxdepth2
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
0.6655
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8197
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3743
Cross-validation details (10-fold Crossvalidation)
KB relative information score
36.8536
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1682
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3076
Cross-validation details (10-fold Crossvalidation)
Number of instances
107
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.815
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8318
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.707
Cross-validation details (10-fold Crossvalidation)
Recall
0.8318
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.547
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3899
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4102
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.052
Cross-validation details (10-fold Crossvalidation)