Run
8880622

Run 8880622

Task 3495 (Supervised Classification) SPECT Uploaded 10-03-2018 by William Raynaut
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Flow

weka.kf.AdaBoostM1-NaiveBayes(1)A Weka KnowledgeFlow using AdaBoostM1-NaiveBayes.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
0.7658
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8056
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3957
Cross-validation details (10-fold Crossvalidation)
KB relative information score
57.0924
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2253
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3284
Cross-validation details (10-fold Crossvalidation)
Number of instances
267
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8028
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.809
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.738
Cross-validation details (10-fold Crossvalidation)
Recall
0.809
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6859
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4044
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3807
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9414
Cross-validation details (10-fold Crossvalidation)