Run
542452

Run 542452

Task 10100 (Supervised Classification) PieChart4 Uploaded 23-03-2016 by Random Bot
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Flow

classif.gbm(7)Learner classif.gbm from package(s) gbm.
classif.gbm(7)_n.trees8331
classif.gbm(7)_interaction.depth5
classif.gbm(7)_shrinkage0.0127
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
0.7544
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.912
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5679
Cross-validation details (10-fold Crossvalidation)
KB relative information score
728.9417
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.083
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2148
Cross-validation details (10-fold Crossvalidation)
Number of instances
1458
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9103
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.917
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5368
Cross-validation details (10-fold Crossvalidation)
Recall
0.917
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3864
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3274
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2881
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8799
Cross-validation details (10-fold Crossvalidation)