Run
516275

Run 516275

Task 3703 (Supervised Classification) fri_c4_500_25 Uploaded 29-01-2016 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
0.6376
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6473
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2784
Cross-validation details (10-fold Crossvalidation)
KB relative information score
140.4981
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.35
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4908
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6469
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.65
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9867
Cross-validation details (10-fold Crossvalidation)
Recall
0.65
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7131
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4954
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5916
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1943
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.362
UserCPU time millis testing
0.123
UserCPU time millis training
1.239