Run
538540

Run 538540

Task 9937 (Supervised Classification) robot-failures-lp4 Uploaded 21-03-2016 by Random Bot
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Flow

classif.randomForest(50)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(50)_ntree484
classif.randomForest(50)_mtry44
classif.randomForest(50)_seed1
classif.randomForest(50)_kindMersenne-Twister
classif.randomForest(50)_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
0.8728
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8839
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7866
Cross-validation details (10-fold Crossvalidation)
KB relative information score
91.4292
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0741
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
0.8975
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8889
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3564
Cross-validation details (10-fold Crossvalidation)
Recall
0.8889
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.202
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.427
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2722
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6373
Cross-validation details (10-fold Crossvalidation)