Run
513398

Run 513398

Task 3583 (Supervised Classification) rmftsa_ladata 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
0.8659
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.873
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7408
Cross-validation details (10-fold Crossvalidation)
KB relative information score
376.9966
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.126
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4921
Cross-validation details (10-fold Crossvalidation)
Number of instances
508
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8759
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.874
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9886
Cross-validation details (10-fold Crossvalidation)
Recall
0.874
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.256
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.496
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3549
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7156
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.123
UserCPU time millis testing
0.05
UserCPU time millis training
1.073