Run
516989

Run 516989

Task 10091 (Supervised Classification) banana Uploaded 29-01-2016 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
0.8477
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8545
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7052
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3752.2135
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1438
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4947
Cross-validation details (10-fold Crossvalidation)
Number of instances
5300
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8609
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8562
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9923
Cross-validation details (10-fold Crossvalidation)
Recall
0.8562
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2907
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4973
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3792
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7624
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
8.624
UserCPU time millis testing
0.23
UserCPU time millis training
8.394