Run
542573

Run 542573

Task 3614 (Supervised Classification) analcatdata_wildcat 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.trees7730
classif.gbm(6)_interaction.depth5
classif.gbm(6)_shrinkage8.18e-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
0.4957
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5888
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0122
Cross-validation details (10-fold Crossvalidation)
KB relative information score
36.7215
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2945
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4115
Cross-validation details (10-fold Crossvalidation)
Number of instances
163
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5052
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7055
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8699
Cross-validation details (10-fold Crossvalidation)
Recall
0.7055
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7156
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.453
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5427
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1979
Cross-validation details (10-fold Crossvalidation)