Run
509475

Run 509475

Task 9939 (Supervised Classification) vertebra-column 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
0.8837
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8381
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7411
Cross-validation details (10-fold Crossvalidation)
KB relative information score
230.1057
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1075
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4165
Cross-validation details (10-fold Crossvalidation)
Number of instances
310
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8375
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8387
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.4937
Cross-validation details (10-fold Crossvalidation)
Recall
0.8387
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2582
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4562
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3279
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7188
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
313.03
UserCPU time millis testing
3.612
UserCPU time millis training
309.418