Run
523374

Run 523374

Task 9964 (Supervised Classification) semeion Uploaded 10-02-2016 by Rafael Gomes Mantovani
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Flow

classif.gbm(5)Learner classif.gbm from package(s) gbm.
classif.gbm(5)_seed1
classif.gbm(5)_kindMersenne-Twister
classif.gbm(5)_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
0.6996
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.452
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3993
Cross-validation details (10-fold Crossvalidation)
KB relative information score
692.1771
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1081
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
1593
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4777
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4595
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.4595
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6006
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3288
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.096
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
49.038
UserCPU time millis testing
0.509
UserCPU time millis training
48.529