Run
8881308

Run 8881308

Task 145885 (Supervised Classification) robot-failures-lp3 Uploaded 10-03-2018 by William Raynaut
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Flow

weka.kf.AdaBoostM1-NaiveBayes(1)A Weka KnowledgeFlow using AdaBoostM1-NaiveBayes.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
0.755
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5968
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4019
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19.6121
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1955
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
0.6037
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5957
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8007
Cross-validation details (10-fold Crossvalidation)
Recall
0.5957
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5734
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4113
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.429
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0429
Cross-validation details (10-fold Crossvalidation)