Run
8859104

Run 8859104

Task 2065 (Supervised Classification) primary-tumor 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
0.7179
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4385
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3976
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20.9663
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0846
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0812
Cross-validation details (10-fold Crossvalidation)
Number of instances
339
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4177
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4749
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.7542
Cross-validation details (10-fold Crossvalidation)
Recall
0.4749
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0417
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2011
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2033
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0112
Cross-validation details (10-fold Crossvalidation)