Run
542616

Run 542616

Task 3877 (Supervised Classification) analcatdata_dmft 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.trees5384
classif.gbm(6)_interaction.depth4
classif.gbm(6)_shrinkage0.000129
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
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7188
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
214.2518
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1945
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3138
Cross-validation details (10-fold Crossvalidation)
Number of instances
797
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6489
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8055
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7123
Cross-validation details (10-fold Crossvalidation)
Recall
0.8055
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6198
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3958
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.441
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1142
Cross-validation details (10-fold Crossvalidation)