Run
8884546

Run 8884546

Task 9934 (Supervised Classification) robot-failures-lp1 Uploaded 12-03-2018 by William Raynaut
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Flow

weka.kf.AdaBoostM1-IBk5(1)A Weka KnowledgeFlow using AdaBoostM1-IBk5.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
0.9167
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8547
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7981
Cross-validation details (10-fold Crossvalidation)
KB relative information score
70.0817
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0835
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3623
Cross-validation details (10-fold Crossvalidation)
Number of instances
88
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8762
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8523
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.9347
Cross-validation details (10-fold Crossvalidation)
Recall
0.8523
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2304
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4253
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2746
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6456
Cross-validation details (10-fold Crossvalidation)