Run
545863

Run 545863

Task 3637 (Supervised Classification) analcatdata_michiganacc Uploaded 02-04-2016 by Rafael Gomes Mantovani
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Flow

classif.blackboost(5)Learner classif.blackboost from package(s) mboost, party.
classif.blackboost(5)_openml.seed1
classif.blackboost(5)_openml.kindMersenne-Twister
classif.blackboost(5)_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
0.6563
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6639
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3226
Cross-validation details (10-fold Crossvalidation)
KB relative information score
36.7481
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3241
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4939
Cross-validation details (10-fold Crossvalidation)
Number of instances
108
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6801
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6759
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9914
Cross-validation details (10-fold Crossvalidation)
Recall
0.6759
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6561
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5693
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1456
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.628
UserCPU time millis testing
0.106
UserCPU time millis training
0.522