Run
542658

Run 542658

Task 9953 (Supervised Classification) planning-relax 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.trees6010
classif.gbm(7)_interaction.depth3
classif.gbm(7)_shrinkage0.00461
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
0.4673
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5759
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0702
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-13.919
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4066
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4092
Cross-validation details (10-fold Crossvalidation)
Number of instances
182
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5623
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5934
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8662
Cross-validation details (10-fold Crossvalidation)
Recall
0.5934
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9937
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4518
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6376
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4115
Cross-validation details (10-fold Crossvalidation)