Run
540180

Run 540180

Task 3697 (Supervised Classification) fri_c3_250_25 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.trees1662
classif.gbm(7)_interaction.depth5
classif.gbm(7)_shrinkage0.027
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
0.8938
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8959
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.789
Cross-validation details (10-fold Crossvalidation)
KB relative information score
197.0255
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.104
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4938
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8959
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.896
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9911
Cross-validation details (10-fold Crossvalidation)
Recall
0.896
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2106
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3225
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6491
Cross-validation details (10-fold Crossvalidation)