Run
8892474

Run 8892474

Task 3784 (Supervised Classification) analcatdata_seropositive Uploaded 27-03-2018 by William Raynaut
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Flow

weka.kf.AdaBoostM1-HoeffdingTree(1)A Weka KnowledgeFlow using AdaBoostM1-HoeffdingTree.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
0.9435
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9234
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8297
Cross-validation details (10-fold Crossvalidation)
KB relative information score
102.3204
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.104
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4548
Cross-validation details (10-fold Crossvalidation)
Number of instances
132
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9244
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9242
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9347
Cross-validation details (10-fold Crossvalidation)
Recall
0.9242
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2286
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4765
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2552
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5356
Cross-validation details (10-fold Crossvalidation)