Run
512289

Run 512289

Task 3877 (Supervised Classification) analcatdata_dmft 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
0.4883
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7094
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0355
Cross-validation details (10-fold Crossvalidation)
KB relative information score
158.026
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2133
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3138
Cross-validation details (10-fold Crossvalidation)
Number of instances
797
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6459
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7867
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7123
Cross-validation details (10-fold Crossvalidation)
Recall
0.7867
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6798
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3958
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4618
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1669
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
367.611
UserCPU time millis testing
7.438
UserCPU time millis training
360.173