Run
8871716

Run 8871716

Task 3545 (Supervised Classification) analcatdata_bondrate Uploaded 03-03-2018 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
0.7273
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4624
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0757
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11.7788
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2044
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.247
Cross-validation details (10-fold Crossvalidation)
Number of instances
57
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4316
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5263
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.789
Cross-validation details (10-fold Crossvalidation)
Recall
0.5263
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8275
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3472
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3361
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.968
Cross-validation details (10-fold Crossvalidation)