Run
520665

Run 520665

Task 3681 (Supervised Classification) puma8NH 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
0.7017
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6998
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4032
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3299.8637
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2986
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
8192
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7065
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7014
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.7014
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5972
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5464
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0929
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.625
UserCPU time millis testing
0.039
UserCPU time millis training
3.586