Run
520293

Run 520293

Task 3549 (Supervised Classification) analcatdata_authorship Uploaded 05-02-2016 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
0.9262
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9013
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8559
Cross-validation details (10-fold Crossvalidation)
KB relative information score
727.2638
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0493
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3439
Cross-validation details (10-fold Crossvalidation)
Number of instances
841
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.902
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9013
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7898
Cross-validation details (10-fold Crossvalidation)
Recall
0.9013
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1435
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4146
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2221
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5358
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.635
UserCPU time millis testing
0.084
UserCPU time millis training
4.551