Run
509208

Run 509208

Task 3633 (Supervised Classification) analcatdata_apnea1 Uploaded 27-01-2016 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
0.623
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8764
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3624
Cross-validation details (10-fold Crossvalidation)
KB relative information score
211.8441
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0968
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.225
Cross-validation details (10-fold Crossvalidation)
Number of instances
475
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9128
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9032
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5574
Cross-validation details (10-fold Crossvalidation)
Recall
0.9032
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4304
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3346
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3112
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9302
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.23
UserCPU time millis testing
0.069
UserCPU time millis training
1.161