Run
566800

Run 566800

Task 3874 (Supervised Classification) ecoli Uploaded 25-04-2016 by Rafael Gomes Mantovani
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Flow

classif.glmboost(6)Learner classif.glmboost from package(s) mboost.
classif.glmboost(6)_openml.seed1
classif.glmboost(6)_openml.kindMersenne-Twister
classif.glmboost(6)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.9618
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9614
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9211
Cross-validation details (10-fold Crossvalidation)
KB relative information score
309.0952
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0387
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.489
Cross-validation details (10-fold Crossvalidation)
Number of instances
336
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9616
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9613
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9842
Cross-validation details (10-fold Crossvalidation)
Recall
0.9613
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0791
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4944
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1967
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3978
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.407
UserCPU time millis testing
0.03
UserCPU time millis training
0.377