OpenML
8892204

Run 8892204

Task 3556 (Supervised Classification) analcatdata_cyyoung8092 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
0.7877
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7612
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3543
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25.3545
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2462
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.375
Cross-validation details (10-fold Crossvalidation)
Number of instances
97
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7596
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7629
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8153
Cross-validation details (10-fold Crossvalidation)
Recall
0.7629
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6565
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4315
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4456
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0325
Cross-validation details (10-fold Crossvalidation)