Run
514318

Run 514318

Task 3796 (Supervised Classification) fri_c4_250_25 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
0.7188
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7242
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4439
Cross-validation details (10-fold Crossvalidation)
KB relative information score
112.4703
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.272
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4962
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7301
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.728
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9945
Cross-validation details (10-fold Crossvalidation)
Recall
0.728
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5482
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4981
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5215
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0471
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.205
UserCPU time millis testing
0.293
UserCPU time millis training
1.912