Run
538134

Run 538134

Task 9938 (Supervised Classification) robot-failures-lp5 Uploaded 18-03-2016 by Random Bot
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Flow

classif.gbm(5)Learner classif.gbm from package(s) gbm.
classif.gbm(5)_n.trees3517
classif.gbm(5)_interaction.depth3
classif.gbm(5)_shrinkage0.000701
classif.gbm(5)_seed1
classif.gbm(5)_kindMersenne-Twister
classif.gbm(5)_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
0.8038
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6749
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6038
Cross-validation details (10-fold Crossvalidation)
KB relative information score
101.7489
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.122
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3119
Cross-validation details (10-fold Crossvalidation)
Number of instances
164
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6679
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6951
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2525
Cross-validation details (10-fold Crossvalidation)
Recall
0.6951
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.391
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3948
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3492
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8846
Cross-validation details (10-fold Crossvalidation)