Run
540794

Run 540794

Task 3758 (Supervised Classification) chscase_geyser1 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)_minsplit39
classif.boosting(8)_cp0.224
classif.boosting(8)_maxdepth5
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
0.8809
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8987
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7862
Cross-validation details (10-fold Crossvalidation)
KB relative information score
175.0712
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0991
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4787
Cross-validation details (10-fold Crossvalidation)
Number of instances
222
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.907
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9009
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9694
Cross-validation details (10-fold Crossvalidation)
Recall
0.9009
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.207
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4891
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3148
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6436
Cross-validation details (10-fold Crossvalidation)