Run
542530

Run 542530

Task 3685 (Supervised Classification) chatfield_4 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)_minsplit60
classif.boosting(8)_cp0.141
classif.boosting(8)_maxdepth7
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
0.8721
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.873
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.736
Cross-validation details (10-fold Crossvalidation)
KB relative information score
170.9962
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1277
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4784
Cross-validation details (10-fold Crossvalidation)
Number of instances
235
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8747
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8723
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9689
Cross-validation details (10-fold Crossvalidation)
Recall
0.8723
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2668
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.489
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3573
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7306
Cross-validation details (10-fold Crossvalidation)