Run
540271

Run 540271

Task 3578 (Supervised Classification) diggle_table_a2 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)_minsplit15
classif.boosting(8)_cp0.1
classif.boosting(8)_maxdepth2
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
0.8427
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6325
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6856
Cross-validation details (10-fold Crossvalidation)
KB relative information score
210.5452
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0609
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1961
Cross-validation details (10-fold Crossvalidation)
Number of instances
310
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.574
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7258
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.1238
Cross-validation details (10-fold Crossvalidation)
Recall
0.7258
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3107
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3131
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2468
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7884
Cross-validation details (10-fold Crossvalidation)