Run
540790

Run 540790

Task 3749 (Supervised Classification) no2 Uploaded 22-03-2016 by Random Bot
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Flow

classif.gbm(6)Learner classif.gbm from package(s) gbm.
classif.gbm(6)_n.trees8307
classif.gbm(6)_interaction.depth5
classif.gbm(6)_shrinkage5.13e-05
classif.gbm(6)_seed1
classif.gbm(6)_kindMersenne-Twister
classif.gbm(6)_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.

17 Evaluation measures

Area under ROC curve
0.6398
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6392
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2797
Cross-validation details (10-fold Crossvalidation)
KB relative information score
139.9917
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.36
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.641
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.64
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.64
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.72
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2
Cross-validation details (10-fold Crossvalidation)