Run
509607

Run 509607

Task 3564 (Supervised Classification) analcatdata_germangss Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.boosting(4)Learner classif.boosting from package(s) adabag, rpart.
classif.boosting(4)_xval0
classif.boosting(4)_seed1
classif.boosting(4)_kindMersenne-Twister
classif.boosting(4)_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.

20 Evaluation measures

Area under ROC curve
0.5983
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3976
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1967
Cross-validation details (10-fold Crossvalidation)
KB relative information score
108.988
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3013
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.375
Cross-validation details (10-fold Crossvalidation)
Number of instances
400
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3976
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3975
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2
Cross-validation details (10-fold Crossvalidation)
Recall
0.3975
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8033
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.433
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5489
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2675
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
347.302
UserCPU time millis testing
6.602
UserCPU time millis training
340.7