Run
509606

Run 509606

Task 3887 (Supervised Classification) analcatdata_germangss Uploaded 27-01-2016 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
0.8195
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8935
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.685
Cross-validation details (10-fold Crossvalidation)
KB relative information score
265.1869
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1025
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3495
Cross-validation details (10-fold Crossvalidation)
Number of instances
400
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8943
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8975
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7716
Cross-validation details (10-fold Crossvalidation)
Recall
0.8975
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2933
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4176
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3202
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7667
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.583
UserCPU time millis testing
0.319
UserCPU time millis training
2.264