Run
540025

Run 540025

Task 3662 (Supervised Classification) fri_c4_1000_50 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.trees9833
classif.gbm(7)_interaction.depth2
classif.gbm(7)_shrinkage0.000606
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
0.8896
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8928
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7821
Cross-validation details (10-fold Crossvalidation)
KB relative information score
781.4619
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.107
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4928
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.893
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.893
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9896
Cross-validation details (10-fold Crossvalidation)
Recall
0.893
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2171
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4964
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3271
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.659
Cross-validation details (10-fold Crossvalidation)