Run
24559

Run 24559

Task 41 (Supervised Classification) soybean Uploaded 12-07-2014 by Joaquin Vanschoren
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Flow

weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_NBTree(1)Weka implementation of AttributeSelectedClassifier
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_NBTree(1)_Eweka.attributeSelection.CfsSubsetEval
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_NBTree(1)_Sweka.attributeSelection.BestFirst
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_NBTree(1)_Wweka.classifiers.trees.NBTree
weka.BestFirst(1)_D1
weka.BestFirst(1)_N5
weka.CfsSubsetEval(1)_E1
weka.CfsSubsetEval(1)_P1

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.

19 Evaluation measures

Area under ROC curve
0.99
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9194
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9132
Cross-validation details (10-fold Crossvalidation)
KB relative information score
627.2744
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.011
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0961
Cross-validation details (10-fold Crossvalidation)
Number of instances
683
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9233
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9209
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.8572
Cross-validation details (10-fold Crossvalidation)
Recall
0.9209
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1142
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2191
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0825
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3765
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
897.6745[534.715120358964960.5956967556333457.88563364596456864.02111707829891671.1546883091598]