Run
540935

Run 540935

Task 9985 (Supervised Classification) first-order-theorem-proving 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.trees9079
classif.gbm(7)_interaction.depth4
classif.gbm(7)_shrinkage5.91e-05
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
0.6098
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4276
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2353
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1874.8944
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1679
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2508
Cross-validation details (10-fold Crossvalidation)
Number of instances
6118
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4979
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4962
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.3005
Cross-validation details (10-fold Crossvalidation)
Recall
0.4962
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6696
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3541
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4098
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1573
Cross-validation details (10-fold Crossvalidation)