Run
507771

Run 507771

Task 3491 (Supervised Classification) hayes-roth 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
0.843
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8125
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7059
Cross-validation details (10-fold Crossvalidation)
KB relative information score
116.5469
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0938
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3201
Cross-validation details (10-fold Crossvalidation)
Number of instances
160
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8128
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8125
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5625
Cross-validation details (10-fold Crossvalidation)
Recall
0.8125
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2929
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3992
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3062
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.767
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
323.186
UserCPU time millis testing
2.906
UserCPU time millis training
320.28