Run
21206

Run 21206

Task 24 (Supervised Classification) mushroom Uploaded 18-06-2014 by Joaquin Vanschoren
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Flow

weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_ADTree(1)Weka implementation of AttributeSelectedClassifier
weka.ADTree(1)_B10
weka.ADTree(1)_E-3
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_ADTree(1)_Eweka.attributeSelection.CfsSubsetEval
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_ADTree(1)_Sweka.attributeSelection.BestFirst
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_ADTree(1)_Wweka.classifiers.trees.ADTree
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
0.9921
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9901
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9803
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7288.8959
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0633
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4994
Cross-validation details (10-fold Crossvalidation)
Number of instances
8124
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
0.9903
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9902
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9991
Cross-validation details (10-fold Crossvalidation)
Recall
0.9902
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1268
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4997
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1212
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2426
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
935.713[563.38522762117461002.0566978573177471.97440834681885909.59057174132591731.5579169965645]