Run
522374

Run 522374

Task 3708 (Supervised Classification) house_8L Uploaded 08-02-2016 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
0.7641
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8357
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5904
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13798.5892
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1527
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4168
Cross-validation details (10-fold Crossvalidation)
Number of instances
22784
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8516
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8473
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8764
Cross-validation details (10-fold Crossvalidation)
Recall
0.8473
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3665
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4565
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3908
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8561
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
15.826
UserCPU time millis testing
0.059
UserCPU time millis training
15.767