Run
516764

Run 516764

Task 9906 (Supervised Classification) autoUniv-au7-1100 Uploaded 29-01-2016 by Rafael Gomes Mantovani
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Flow

classif.gbm(3)Learner classif.gbm from package(s) gbm.
classif.gbm(3)_seed1
classif.gbm(3)_kindMersenne-Twister
classif.gbm(3)_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
0.5549
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2938
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1129
Cross-validation details (10-fold Crossvalidation)
KB relative information score
225.1997
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2687
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3154
Cross-validation details (10-fold Crossvalidation)
Number of instances
1100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3267
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3282
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.281
Cross-validation details (10-fold Crossvalidation)
Recall
0.3282
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.852
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3971
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5184
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3055
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.051
UserCPU time millis testing
0.067
UserCPU time millis training
2.984