Run
572412

Run 572412

Task 3889 (Supervised Classification) sylva_agnostic Uploaded 09-05-2016 by Rafael Gomes Mantovani
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Flow

classif.glmboost(8)Learner classif.glmboost from package(s) mboost.
classif.glmboost(8)_openml.seed1
classif.glmboost(8)_openml.kindMersenne-Twister
classif.glmboost(8)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.8874
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9829
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8452
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11477.1789
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0164
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1156
Cross-validation details (10-fold Crossvalidation)
Number of instances
14395
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9832
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9836
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9836
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1419
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.128
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5328
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
21.166
UserCPU time millis testing
0.499
UserCPU time millis training
20.667