Run
8885284

Run 8885284

Task 146024 (Supervised Classification) lung-cancer Uploaded 14-03-2018 by William Raynaut
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Flow

weka.kf.AdaBoostM1-IBk5(1)A Weka KnowledgeFlow using AdaBoostM1-IBk5.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
0.5683
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4486
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1542
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4.3774
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4121
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
0.479
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4375
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.57
Cross-validation details (10-fold Crossvalidation)
Recall
0.4375
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9381
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4684
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4721
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0078
Cross-validation details (10-fold Crossvalidation)