Run
507195

Run 507195

Task 3779 (Supervised Classification) fri_c3_100_5 Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.glmboost(2)Learner classif.glmboost from package(s) mboost.
classif.glmboost(2)_familyBinomial
classif.glmboost(2)_mmstop
classif.glmboost(2)_seed1
classif.glmboost(2)_kindMersenne-Twister
classif.glmboost(2)_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
0.6615
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6685
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3254
Cross-validation details (10-fold Crossvalidation)
KB relative information score
32.6221
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.33
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4929
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6682
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.67
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.99
Cross-validation details (10-fold Crossvalidation)
Recall
0.67
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6695
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4964
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5745
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1573
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.905
UserCPU time millis testing
0.059
UserCPU time millis training
0.846