Run
10417256

Run 10417256

Task 190405 (Supervised Classification) epiparo_extract Uploaded 23-10-2019 by Gabriel Ferrettini
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-KStar(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-KStar.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
0.7591 ± 0.1071
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.707 ± 0.0892
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3479 ± 0.1751
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.3462 ± 0.1683
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2896 ± 0.0729
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.457 ± 0.0042
Cross-validation details (10-fold Crossvalidation)
Number of instances
224
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7056 ± 0.0889
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7143 ± 0.0884
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9364 ± 0.0126
Cross-validation details (10-fold Crossvalidation)
Recall
0.7143 ± 0.0884
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6337 ± 0.1561
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4778 ± 0.0044
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4723 ± 0.0769
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9885 ± 0.155
Cross-validation details (10-fold Crossvalidation)