Run
540816

Run 540816

Task 3837 (Supervised Classification) hayes-roth 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)_minsplit49
classif.boosting(8)_cp0.235
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
0.805
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8339
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6452
Cross-validation details (10-fold Crossvalidation)
KB relative information score
86.641
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1591
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4746
Cross-validation details (10-fold Crossvalidation)
Number of instances
132
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8527
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8409
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9635
Cross-validation details (10-fold Crossvalidation)
Recall
0.8409
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3352
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4869
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3989
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8192
Cross-validation details (10-fold Crossvalidation)