Run
540828

Run 540828

Task 3806 (Supervised Classification) fri_c0_500_10 Uploaded 22-03-2016 by Random Bot
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Flow

classif.boosting(8)Learner classif.boosting from package(s) adabag, rpart.
classif.boosting(8)_minsplit26
classif.boosting(8)_cp0.00151
classif.boosting(8)_maxdepth12
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
0.873
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8738
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7473
Cross-validation details (10-fold Crossvalidation)
KB relative information score
373.7623
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.126
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4994
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8745
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.874
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9991
Cross-validation details (10-fold Crossvalidation)
Recall
0.874
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2523
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4997
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.355
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7104
Cross-validation details (10-fold Crossvalidation)