Run
542814

Run 542814

Task 3716 (Supervised Classification) tecator 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)_minsplit7
classif.boosting(8)_cp0.351
classif.boosting(8)_maxdepth14
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
0.9488
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.95
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8977
Cross-validation details (10-fold Crossvalidation)
KB relative information score
215.1501
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.05
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4888
Cross-validation details (10-fold Crossvalidation)
Number of instances
240
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.95
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.95
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.984
Cross-validation details (10-fold Crossvalidation)
Recall
0.95
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1023
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2236
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4523
Cross-validation details (10-fold Crossvalidation)