Run
517084

Run 517084

Task 3857 (Supervised Classification) vehicle 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
0.7512
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8368
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5558
Cross-validation details (10-fold Crossvalidation)
KB relative information score
469.015
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1537
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3828
Cross-validation details (10-fold Crossvalidation)
Number of instances
846
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8407
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8463
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8241
Cross-validation details (10-fold Crossvalidation)
Recall
0.8463
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4014
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4374
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.392
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8963
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.917
UserCPU time millis testing
0.102
UserCPU time millis training
1.815