Run
542840

Run 542840

Task 9937 (Supervised Classification) robot-failures-lp4 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.trees2384
classif.gbm(7)_interaction.depth2
classif.gbm(7)_shrinkage0.0169
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
0.8629
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8591
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7462
Cross-validation details (10-fold Crossvalidation)
KB relative information score
87.2435
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0912
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3667
Cross-validation details (10-fold Crossvalidation)
Number of instances
117
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8611
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8632
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3564
Cross-validation details (10-fold Crossvalidation)
Recall
0.8632
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2486
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.427
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3019
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7071
Cross-validation details (10-fold Crossvalidation)