Run
8865215

Run 8865215

Task 145884 (Supervised Classification) robot-failures-lp2 Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.RandomForest(1)A Weka KnowledgeFlow using RandomForest.kf

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.8975
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6295
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4902
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17.6475
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2117
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2956
Cross-validation details (10-fold Crossvalidation)
Number of instances
47
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6859
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6596
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.1501
Cross-validation details (10-fold Crossvalidation)
Recall
0.6596
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7161
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3829
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3067
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.801
Cross-validation details (10-fold Crossvalidation)