Run
511341

Run 511341

Task 3914 (Supervised Classification) ar6 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
0.5651
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8025
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.156
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13.6465
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1782
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2577
Cross-validation details (10-fold Crossvalidation)
Number of instances
101
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7899
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8218
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.623
Cross-validation details (10-fold Crossvalidation)
Recall
0.8218
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6915
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3557
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4222
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1869
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
418.557
UserCPU time millis testing
9.968
UserCPU time millis training
408.589