Run
540352

Run 540352

Task 3586 (Supervised Classification) abalone 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.trees1891
classif.gbm(6)_interaction.depth3
classif.gbm(6)_shrinkage0.00144
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
0.7913
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7911
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5825
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2432.9675
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2088
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
4177
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7919
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7912
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.7912
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4175
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4569
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9138
Cross-validation details (10-fold Crossvalidation)