Run
543157

Run 543157

Task 3892 (Supervised Classification) hiva_agnostic Uploaded 24-03-2016 by Random Bot
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Flow

classif.boosting(8)Learner classif.boosting from package(s) adabag, rpart.
classif.boosting(8)_minsplit17
classif.boosting(8)_cp0.0256
classif.boosting(8)_maxdepth29
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
0.6184
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9616
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3385
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1278.6481
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0315
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0682
Cross-validation details (10-fold Crossvalidation)
Number of instances
4229
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9613
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9686
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.221
Cross-validation details (10-fold Crossvalidation)
Recall
0.9686
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4612
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1844
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1773
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9619
Cross-validation details (10-fold Crossvalidation)