Run
542621

Run 542621

Task 10096 (Supervised Classification) CastMetal1 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)_minsplit44
classif.boosting(8)_cp0.067
classif.boosting(8)_maxdepth24
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
0.535
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8177
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0912
Cross-validation details (10-fold Crossvalidation)
KB relative information score
37.3
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.156
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2256
Cross-validation details (10-fold Crossvalidation)
Number of instances
327
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8007
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.844
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5594
Cross-validation details (10-fold Crossvalidation)
Recall
0.844
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6914
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3346
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3949
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1803
Cross-validation details (10-fold Crossvalidation)