Run
538727

Run 538727

Task 3812 (Supervised Classification) arsenic-female-bladder Uploaded 21-03-2016 by Random Bot
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Flow

classif.boosting(8)Learner classif.boosting from package(s) adabag, rpart.
classif.boosting(8)_minsplit45
classif.boosting(8)_cp0.142
classif.boosting(8)_maxdepth9
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
0.6145
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.828
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2586
Cross-validation details (10-fold Crossvalidation)
KB relative information score
100.052
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.161
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2462
Cross-validation details (10-fold Crossvalidation)
Number of instances
559
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8203
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.839
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5956
Cross-validation details (10-fold Crossvalidation)
Recall
0.839
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.654
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3502
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4013
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1458
Cross-validation details (10-fold Crossvalidation)