Run
523722

Run 523722

Task 3885 (Supervised Classification) mfeat-pixel Uploaded 11-02-2016 by Rafael Gomes Mantovani
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Flow

classif.glmboost(3)Learner classif.glmboost from package(s) mboost.
classif.glmboost(3)_familyBinomial
classif.glmboost(3)_mmstop
classif.glmboost(3)_seed1
classif.glmboost(3)_kindMersenne-Twister
classif.glmboost(3)_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
0.86
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9699
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8223
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1581.547
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.028
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1803
Cross-validation details (10-fold Crossvalidation)
Number of instances
2000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9728
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.972
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4703
Cross-validation details (10-fold Crossvalidation)
Recall
0.972
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1553
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1673
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5578
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
19.137
UserCPU time millis testing
1.063
UserCPU time millis training
18.074