Run
538357

Run 538357

Task 3702 (Supervised Classification) fri_c1_1000_50 Uploaded 18-03-2016 by Random Bot
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Flow

classif.gbm(6)Learner classif.gbm from package(s) gbm.
classif.gbm(6)_n.trees1713
classif.gbm(6)_interaction.depth4
classif.gbm(6)_shrinkage0.0183
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
0.9262
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9279
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8544
Cross-validation details (10-fold Crossvalidation)
KB relative information score
854.1289
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.072
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4956
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9281
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.928
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9936
Cross-validation details (10-fold Crossvalidation)
Recall
0.928
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1453
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4978
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2683
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.539
Cross-validation details (10-fold Crossvalidation)