Run
571922

Run 571922

Task 3904 (Supervised Classification) jm1 Uploaded 05-05-2016 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
0.5312
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7465
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0929
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3072.6484
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1898
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3121
Cross-validation details (10-fold Crossvalidation)
Number of instances
10885
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7691
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8102
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7088
Cross-validation details (10-fold Crossvalidation)
Recall
0.8102
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6081
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.395
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4357
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1029
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
6.923
UserCPU time millis testing
0.085
UserCPU time millis training
6.838