Run
543225

Run 543225

Task 3727 (Supervised Classification) fri_c4_250_10 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)_minsplit14
classif.boosting(8)_cp0.0137
classif.boosting(8)_maxdepth19
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
0.8479
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8481
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6951
Cross-validation details (10-fold Crossvalidation)
KB relative information score
173.5444
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.152
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.498
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8482
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.848
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9971
Cross-validation details (10-fold Crossvalidation)
Recall
0.848
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3052
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.499
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3899
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7813
Cross-validation details (10-fold Crossvalidation)