Run
521840

Run 521840

Task 9959 (Supervised Classification) ringnorm Uploaded 07-02-2016 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
0.6798
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6567
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3615
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2699.3581
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3176
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
7400
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.755
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6824
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9999
Cross-validation details (10-fold Crossvalidation)
Recall
0.6824
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6352
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5635
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1271
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
8.683
UserCPU time millis testing
0.064
UserCPU time millis training
8.619