Run
538463

Run 538463

Task 3753 (Supervised Classification) cloud Uploaded 21-03-2016 by Random Bot
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Flow

classif.gbm(6)Learner classif.gbm from package(s) gbm.
classif.gbm(6)_n.trees7414
classif.gbm(6)_interaction.depth4
classif.gbm(6)_shrinkage0.000107
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
0.5813
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25.691
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2963
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4185
Cross-validation details (10-fold Crossvalidation)
Number of instances
108
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4952
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7037
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8813
Cross-validation details (10-fold Crossvalidation)
Recall
0.7037
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.708
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4566
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5443
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.192
Cross-validation details (10-fold Crossvalidation)