Run
541054

Run 541054

Task 2075 (Supervised Classification) abalone Uploaded 23-03-2016 by Random Bot
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Flow

classif.gbm(6)Learner classif.gbm from package(s) gbm.
classif.gbm(6)_n.trees2109
classif.gbm(6)_interaction.depth5
classif.gbm(6)_shrinkage0.000574
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
0.581
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2435
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1645
Cross-validation details (10-fold Crossvalidation)
KB relative information score
862.382
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0505
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0618
Cross-validation details (10-fold Crossvalidation)
Number of instances
4177
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.24
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2684
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6268
Cross-validation details (10-fold Crossvalidation)
Recall
0.2684
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8166
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1757
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2246
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2783
Cross-validation details (10-fold Crossvalidation)