Run
502578

Run 502578

Task 3787 (Supervised Classification) humandevel Uploaded 21-12-2015 by Rafael Gomes Mantovani
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Flow

classif.gbm(2)Learner classif.gbm from package(s) gbm.
classif.gbm(2)_seed1
classif.gbm(2)_kindMersenne-Twister
classif.gbm(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
0.8846
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8843
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7692
Cross-validation details (10-fold Crossvalidation)
KB relative information score
100
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1154
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
130
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8891
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8846
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.8846
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2308
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3397
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6794
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.064
UserCPU time millis testing
0.011
UserCPU time millis training
0.053