Run
542771

Run 542771

Task 9919 (Supervised Classification) volcanoes-e5 Uploaded 23-03-2016 by Random Bot
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Flow

classif.gbm(7)Learner classif.gbm from package(s) gbm.
classif.gbm(7)_n.trees3703
classif.gbm(7)_interaction.depth5
classif.gbm(7)_shrinkage5.29e-05
classif.gbm(7)_seed1
classif.gbm(7)_kindMersenne-Twister
classif.gbm(7)_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
0.5138
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8687
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0422
Cross-validation details (10-fold Crossvalidation)
KB relative information score
235.4317
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0363
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.07
Cross-validation details (10-fold Crossvalidation)
Number of instances
1112
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8505
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9092
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6191
Cross-validation details (10-fold Crossvalidation)
Recall
0.9092
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5193
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1855
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1906
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0273
Cross-validation details (10-fold Crossvalidation)