Run
8869777

Run 8869777

Task 9908 (Supervised Classification) autoUniv-au4-2500 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
0.5987
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5387
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1867
Cross-validation details (10-fold Crossvalidation)
KB relative information score
70.6907
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4028
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3794
Cross-validation details (10-fold Crossvalidation)
Number of instances
2500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5182
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.562
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3187
Cross-validation details (10-fold Crossvalidation)
Recall
0.562
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0617
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4355
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4432
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0177
Cross-validation details (10-fold Crossvalidation)