Run
543143

Run 543143

Task 3022 (Supervised Classification) vowel Uploaded 24-03-2016 by Random Bot
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Flow

classif.boosting(8)Learner classif.boosting from package(s) adabag, rpart.
classif.boosting(8)_minsplit59
classif.boosting(8)_cp0.069
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
0.635
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2176
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.27
Cross-validation details (10-fold Crossvalidation)
KB relative information score
306.8859
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1207
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1653
Cross-validation details (10-fold Crossvalidation)
Number of instances
990
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.182
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3364
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.4594
Cross-validation details (10-fold Crossvalidation)
Recall
0.3364
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.73
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2875
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3474
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2083
Cross-validation details (10-fold Crossvalidation)