Run
8881438

Run 8881438

Task 145960 (Supervised Classification) mfeat-factors 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
0.9898
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9398
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9333
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1869.7203
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0151
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
2000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9403
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.94
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.94
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0837
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0993
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3309
Cross-validation details (10-fold Crossvalidation)