Run
523579

Run 523579

Task 3764 (Supervised Classification) fried Uploaded 10-02-2016 by Rafael Gomes Mantovani
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.8347
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8347
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6693
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27287.9135
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1653
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
40768
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8347
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8347
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.8347
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3307
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4066
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8132
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
21.729
UserCPU time millis testing
0.056
UserCPU time millis training
21.673