Run
8865208

Run 8865208

Task 145885 (Supervised Classification) robot-failures-lp3 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
0.8504
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6636
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.556
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14.8006
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2493
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3411
Cross-validation details (10-fold Crossvalidation)
Number of instances
47
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7207
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7234
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8007
Cross-validation details (10-fold Crossvalidation)
Recall
0.7234
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7308
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4113
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3362
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8173
Cross-validation details (10-fold Crossvalidation)