Run
10417258

Run 10417258

Task 190403 (Supervised Classification) regime_alimentaire Uploaded 23-10-2019 by Gabriel Ferrettini
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
0.9133 ± 0.0957
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8791 ± 0.0936
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6581 ± 0.2104
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.4778 ± 0.3074
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1476 ± 0.0801
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3253 ± 0.0075
Cross-validation details (10-fold Crossvalidation)
Number of instances
202
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.902 ± 0.0528
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8713 ± 0.1037
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7279 ± 0.0248
Cross-validation details (10-fold Crossvalidation)
Recall
0.8713 ± 0.1037
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4537 ± 0.2488
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4022 ± 0.0091
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3227 ± 0.12
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8024 ± 0.3025
Cross-validation details (10-fold Crossvalidation)