Run
511301

Run 511301

Task 3685 (Supervised Classification) chatfield_4 Uploaded 28-01-2016 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
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4552
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
36.8595
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3957
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4784
Cross-validation details (10-fold Crossvalidation)
Number of instances
235
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3651
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6043
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9689
Cross-validation details (10-fold Crossvalidation)
Recall
0.6043
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8271
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.489
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6291
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2864
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.342
UserCPU time millis testing
0.035
UserCPU time millis training
0.307