Run
538669

Run 538669

Task 3641 (Supervised Classification) fri_c2_100_25 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.trees7996
classif.gbm(7)_interaction.depth2
classif.gbm(7)_shrinkage0.0288
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
0.796
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.592
Cross-validation details (10-fold Crossvalidation)
KB relative information score
58.8354
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4904
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9864
Cross-validation details (10-fold Crossvalidation)
Recall
0.8
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4078
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4951
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4472
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9033
Cross-validation details (10-fold Crossvalidation)