Run
8862015

Run 8862015

Task 3786 (Supervised Classification) visualizing_soil Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-InfoGain-SMO(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-InfoGain-SMO.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
0.988
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9889
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9775
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8446.1667
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0111
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
0.989
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9889
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9928
Cross-validation details (10-fold Crossvalidation)
Recall
0.9889
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0224
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4975
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1054
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2119
Cross-validation details (10-fold Crossvalidation)