Run
8866850

Run 8866850

Task 125921 (Supervised Classification) LED-display-domain-7digit Uploaded 28-02-2018 by William Raynaut
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Flow

weka.kf.AdaBoostM1-SMO(1)A Weka KnowledgeFlow using AdaBoostM1-SMO.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
0.8803
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7277
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6975
Cross-validation details (10-fold Crossvalidation)
KB relative information score
201.0451
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1434
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1797
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7323
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.728
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3127
Cross-validation details (10-fold Crossvalidation)
Recall
0.728
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7977
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2998
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2461
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8209
Cross-validation details (10-fold Crossvalidation)