Run
8867926

Run 8867926

Task 3555 (Supervised Classification) prnn_synth Uploaded 01-03-2018 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
0.8831
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8478
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.696
Cross-validation details (10-fold Crossvalidation)
KB relative information score
150.9098
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2128
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8502
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.848
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.848
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4257
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3503
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7006
Cross-validation details (10-fold Crossvalidation)