Run
522747

Run 522747

Task 3618 (Supervised Classification) puma32H Uploaded 09-02-2016 by Rafael Gomes Mantovani
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Flow

classif.blackboost(4)Learner classif.blackboost from package(s) mboost, party.
classif.blackboost(4)_familyBinomial
classif.blackboost(4)_seed1
classif.blackboost(4)_kindMersenne-Twister
classif.blackboost(4)_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
0.6548
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6548
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3096
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2535.502
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3452
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
8192
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6549
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6548
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.6548
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6905
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5876
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1751
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
14.068
UserCPU time millis testing
0.318
UserCPU time millis training
13.75