Run
542512

Run 542512

Task 9937 (Supervised Classification) robot-failures-lp4 Uploaded 23-03-2016 by Random Bot
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Flow

classif.randomForest(54)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(54)_ntree5
classif.randomForest(54)_mtry6
classif.randomForest(54)_seed1
classif.randomForest(54)_kindMersenne-Twister
classif.randomForest(54)_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
0.8129
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8203
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6696
Cross-validation details (10-fold Crossvalidation)
KB relative information score
78.8759
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.114
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
0.8232
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8291
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3564
Cross-validation details (10-fold Crossvalidation)
Recall
0.8291
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3108
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.427
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3376
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7905
Cross-validation details (10-fold Crossvalidation)