Run
8860059

Run 8860059

Task 3562 (Supervised Classification) lupus Uploaded 27-02-2018 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
0.7228
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7422
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.459
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29.6197
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3278
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4813
Cross-validation details (10-fold Crossvalidation)
Number of instances
87
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7447
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7471
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9735
Cross-validation details (10-fold Crossvalidation)
Recall
0.7471
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6809
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4904
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4459
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9093
Cross-validation details (10-fold Crossvalidation)