Run
8865212

Run 8865212

Task 145887 (Supervised Classification) robot-failures-lp5 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
0.9226
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6716
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6164
Cross-validation details (10-fold Crossvalidation)
KB relative information score
89.305
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.184
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
0.6721
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7073
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2525
Cross-validation details (10-fold Crossvalidation)
Recall
0.7073
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5899
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3948
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2848
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7215
Cross-validation details (10-fold Crossvalidation)