Run
522587

Run 522587

Task 3954 (Supervised Classification) MagicTelescope Uploaded 09-02-2016 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
0.7385
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.779
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5055
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9795.0758
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2127
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.456
Cross-validation details (10-fold Crossvalidation)
Number of instances
19020
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7843
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7873
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9355
Cross-validation details (10-fold Crossvalidation)
Recall
0.7873
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4665
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4775
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4612
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9659
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
13.239
UserCPU time millis testing
0.059
UserCPU time millis training
13.18