Run
538829

Run 538829

Task 3882 (Supervised Classification) pendigits Uploaded 22-03-2016 by Random Bot
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Flow

classif.gbm(7)Learner classif.gbm from package(s) gbm.
classif.gbm(7)_n.trees7008
classif.gbm(7)_interaction.depth2
classif.gbm(7)_shrinkage0.00645
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
0.9874
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9954
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9756
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10631.9305
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0045
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1865
Cross-validation details (10-fold Crossvalidation)
Number of instances
10992
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9954
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9955
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.482
Cross-validation details (10-fold Crossvalidation)
Recall
0.9955
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0244
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3054
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0674
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2209
Cross-validation details (10-fold Crossvalidation)