Run
519053

Run 519053

Task 9975 (Supervised Classification) lsvt Uploaded 04-02-2016 by Rafael Gomes Mantovani
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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
0.869
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8813
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7337
Cross-validation details (10-fold Crossvalidation)
KB relative information score
90.3951
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.119
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4453
Cross-validation details (10-fold Crossvalidation)
Number of instances
126
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8818
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.881
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9209
Cross-validation details (10-fold Crossvalidation)
Recall
0.881
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2673
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.345
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7319
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.95
UserCPU time millis testing
0.31
UserCPU time millis training
1.64