Run
8867662

Run 8867662

Task 145801 (Supervised Classification) sick 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
0.9392
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9476
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.543
Cross-validation details (10-fold Crossvalidation)
KB relative information score
92.642
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0699
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1152
Cross-validation details (10-fold Crossvalidation)
Number of instances
3772
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9475
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9478
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3333
Cross-validation details (10-fold Crossvalidation)
Recall
0.9478
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6066
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2398
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1946
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8114
Cross-validation details (10-fold Crossvalidation)