Run
543122

Run 543122

Task 9926 (Supervised Classification) volcanoes-a4 Uploaded 24-03-2016 by Random Bot
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Flow

classif.gbm(7)Learner classif.gbm from package(s) gbm.
classif.gbm(7)_n.trees544
classif.gbm(7)_interaction.depth2
classif.gbm(7)_shrinkage0.00392
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
0.6354
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8756
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2531
Cross-validation details (10-fold Crossvalidation)
KB relative information score
345.9823
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0391
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0751
Cross-validation details (10-fold Crossvalidation)
Number of instances
1515
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8565
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9023
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6736
Cross-validation details (10-fold Crossvalidation)
Recall
0.9023
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5204
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1927
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1977
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0257
Cross-validation details (10-fold Crossvalidation)