Run
540033

Run 540033

Task 3901 (Supervised Classification) jEdit_4.2_4.3 Uploaded 22-03-2016 by Random Bot
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Flow

classif.gbm(7)Learner classif.gbm from package(s) gbm.
classif.gbm(7)_n.trees713
classif.gbm(7)_interaction.depth2
classif.gbm(7)_shrinkage0.000173
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
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3936
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
33.6447
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4472
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4944
Cross-validation details (10-fold Crossvalidation)
Number of instances
369
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3056
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5528
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.992
Cross-validation details (10-fold Crossvalidation)
Recall
0.5528
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9044
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4972
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6687
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3449
Cross-validation details (10-fold Crossvalidation)