Run
542554

Run 542554

Task 9900 (Supervised Classification) abalone 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.trees1158
classif.gbm(7)_interaction.depth3
classif.gbm(7)_shrinkage0.000372
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
0.7286
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6334
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4554
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2095.1951
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2416
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4441
Cross-validation details (10-fold Crossvalidation)
Number of instances
4177
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6311
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6375
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.584
Cross-validation details (10-fold Crossvalidation)
Recall
0.6375
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5441
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4712
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4916
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0431
Cross-validation details (10-fold Crossvalidation)