Run
519476

Run 519476

Task 3668 (Supervised Classification) delta_ailerons 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
0.9377
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9386
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8768
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6250.235
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0613
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4981
Cross-validation details (10-fold Crossvalidation)
Number of instances
7129
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9389
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9387
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9973
Cross-validation details (10-fold Crossvalidation)
Recall
0.9387
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1231
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4991
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2476
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4961
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
5.818
UserCPU time millis testing
0.044
UserCPU time millis training
5.774