Run
8863116

Run 8863116

Task 3866 (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
0.7948
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8409
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5604
Cross-validation details (10-fold Crossvalidation)
KB relative information score
149.7833
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2047
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3735
Cross-validation details (10-fold Crossvalidation)
Number of instances
339
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.84
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8466
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8101
Cross-validation details (10-fold Crossvalidation)
Recall
0.8466
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5481
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4317
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3652
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8458
Cross-validation details (10-fold Crossvalidation)