Run
542712

Run 542712

Task 3581 (Supervised Classification) fri_c3_1000_25 Uploaded 23-03-2016 by Random Bot
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Flow

classif.gbm(6)Learner classif.gbm from package(s) gbm.
classif.gbm(6)_n.trees1734
classif.gbm(6)_interaction.depth2
classif.gbm(6)_shrinkage7.58e-05
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
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3985
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
97.1876
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.443
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4935
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3102
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.557
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9906
Cross-validation details (10-fold Crossvalidation)
Recall
0.557
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8976
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4967
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6656
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3399
Cross-validation details (10-fold Crossvalidation)