Run
8868407

Run 8868407

Task 9935 (Supervised Classification) robot-failures-lp2 Uploaded 01-03-2018 by William Raynaut
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Flow

weka.kf.ReplaceMissingValues-J48(1)A Weka KnowledgeFlow using ReplaceMissingValues-J48.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
0.7322
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5368
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4088
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21.9225
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1716
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
0.5041
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5745
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.1501
Cross-validation details (10-fold Crossvalidation)
Recall
0.5745
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5805
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3829
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3906
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0202
Cross-validation details (10-fold Crossvalidation)