Run
8876641

Run 8876641

Task 145682 (Supervised Classification) spectrometer Uploaded 09-03-2018 by William Raynaut
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.kf.AttributeSelection-Ranker-InfoGain-ReplaceMissingValues-NaiveBayes( 1)A Weka KnowledgeFlow using AttributeSelection-Ranker-InfoGain-ReplaceMissingValues-NaiveBayes.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
0.7765
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4047
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3912
Cross-validation details (10-fold Crossvalidation)
KB relative information score
209.2687
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0239
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
0.4363
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.42
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8467
Cross-validation details (10-fold Crossvalidation)
Recall
0.42
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.602
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1406
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1511
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0747
Cross-validation details (10-fold Crossvalidation)