Run
518300

Run 518300

Task 10098 (Supervised Classification) PieChart2 Uploaded 30-01-2016 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
0.4993
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9672
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0025
Cross-validation details (10-fold Crossvalidation)
KB relative information score
116.1096
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0228
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0433
Cross-validation details (10-fold Crossvalidation)
Number of instances
745
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9575
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9772
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.1567
Cross-validation details (10-fold Crossvalidation)
Recall
0.9772
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5275
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.145
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1511
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.042
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.179
UserCPU time millis testing
0.053
UserCPU time millis training
1.126