Run
8871421

Run 8871421

Task 145682 (Supervised Classification) spectrometer Uploaded 02-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-Standardize-IBk5(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-Standardize-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
0.8839
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5129
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5105
Cross-validation details (10-fold Crossvalidation)
KB relative information score
300.7855
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0234
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0396
Cross-validation details (10-fold Crossvalidation)
Number of instances
531
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5044
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5367
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8467
Cross-validation details (10-fold Crossvalidation)
Recall
0.5367
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5892
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1406
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1152
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8195
Cross-validation details (10-fold Crossvalidation)