Run
538498

Run 538498

Task 3877 (Supervised Classification) analcatdata_dmft Uploaded 21-03-2016 by Random Bot
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Flow

classif.gbm(7)Learner classif.gbm from package(s) gbm.
classif.gbm(7)_n.trees8137
classif.gbm(7)_interaction.depth3
classif.gbm(7)_shrinkage0.00315
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
0.4868
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7081
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.04
Cross-validation details (10-fold Crossvalidation)
KB relative information score
150.5293
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2158
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
0.6454
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7842
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7123
Cross-validation details (10-fold Crossvalidation)
Recall
0.7842
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6878
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3958
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4646
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1737
Cross-validation details (10-fold Crossvalidation)