Run
514023

Run 514023

Task 3905 (Supervised Classification) mc2 Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.blackboost(2)Learner classif.blackboost from package(s) mboost, party.
classif.blackboost(2)_familyBinomial
classif.blackboost(2)_seed1
classif.blackboost(2)_kindMersenne-Twister
classif.blackboost(2)_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
0.5389
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6056
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1006
Cross-validation details (10-fold Crossvalidation)
KB relative information score
42.757
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3043
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4381
Cross-validation details (10-fold Crossvalidation)
Number of instances
161
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7011
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6957
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9099
Cross-validation details (10-fold Crossvalidation)
Recall
0.6957
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6947
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4676
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5517
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1798
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.46
UserCPU time millis testing
0.361
UserCPU time millis training
2.099