OpenML
8893111

Run 8893111

Task 146024 (Supervised Classification) lung-cancer 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
0.6416
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4836
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1917
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9.4288
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3429
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4393
Cross-validation details (10-fold Crossvalidation)
Number of instances
32
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5152
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4688
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.57
Cross-validation details (10-fold Crossvalidation)
Recall
0.4688
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7805
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4684
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5266
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1242
Cross-validation details (10-fold Crossvalidation)