Run
511940

Run 511940

Task 3909 (Supervised Classification) ar1 Uploaded 28-01-2016 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
0.5422
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8926
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1133
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12.5747
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0909
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1436
Cross-validation details (10-fold Crossvalidation)
Number of instances
121
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8809
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9091
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4067
Cross-validation details (10-fold Crossvalidation)
Recall
0.9091
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6331
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2625
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3015
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1487
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
418.462
UserCPU time millis testing
9.599
UserCPU time millis training
408.863