Run
8869640

Run 8869640

Task 145923 (Supervised Classification) breast-tissue 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
0.6044
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4851
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2475
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12.1619
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3343
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3444
Cross-validation details (10-fold Crossvalidation)
Number of instances
106
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4824
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5189
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8455
Cross-validation details (10-fold Crossvalidation)
Recall
0.5189
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9705
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4143
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4077
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9839
Cross-validation details (10-fold Crossvalidation)