Run
542752

Run 542752

Task 3905 (Supervised Classification) mc2 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)_minsplit12
classif.boosting(8)_cp0.0535
classif.boosting(8)_maxdepth20
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
0.6336
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6954
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2858
Cross-validation details (10-fold Crossvalidation)
KB relative information score
47.5668
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2919
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4381
Cross-validation details (10-fold Crossvalidation)
Number of instances
161
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6927
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7081
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9099
Cross-validation details (10-fold Crossvalidation)
Recall
0.7081
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6663
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4676
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5403
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1554
Cross-validation details (10-fold Crossvalidation)