Run
8876181

Run 8876181

Task 3786 (Supervised Classification) visualizing_soil Uploaded 09-03-2018 by William Raynaut
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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
0.9997
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9463
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8913
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6961.5852
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1081
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.495
Cross-validation details (10-fold Crossvalidation)
Number of instances
8641
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9515
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9468
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9928
Cross-validation details (10-fold Crossvalidation)
Recall
0.9468
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2183
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4975
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1938
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3895
Cross-validation details (10-fold Crossvalidation)