Run
508246

Run 508246

Task 3949 (Supervised Classification) teachingAssistant 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
0.8126
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7492
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6234
Cross-validation details (10-fold Crossvalidation)
KB relative information score
99.0659
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1678
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4443
Cross-validation details (10-fold Crossvalidation)
Number of instances
151
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7715
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7483
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5845
Cross-validation details (10-fold Crossvalidation)
Recall
0.7483
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3776
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4713
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4096
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.869
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
803.624
UserCPU time millis testing
6.177
UserCPU time millis training
797.447