Run
514516

Run 514516

Task 3691 (Supervised Classification) sensory Uploaded 28-01-2016 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
0.6119
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.63
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2339
Cross-validation details (10-fold Crossvalidation)
KB relative information score
148.3791
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3559
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4856
Cross-validation details (10-fold Crossvalidation)
Number of instances
576
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6366
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6441
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9792
Cross-validation details (10-fold Crossvalidation)
Recall
0.6441
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7329
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4927
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5966
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2108
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.714
UserCPU time millis testing
0.155
UserCPU time millis training
1.559