DEVELOPMENT... OpenML
Run
21408

Run 21408

Task 2071 (Supervised Classification) adult Uploaded 19-06-2014 by Felicia West
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Flow

weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_BFTree(1)Weka implementation of AttributeSelectedClassifier
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_BFTree(1)_Eweka.attributeSelection.CfsSubsetEval
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_BFTree(1)_Sweka.attributeSelection.BestFirst
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_BFTree(1)_Wweka.classifiers.trees.BFTree
weka.BFTree(1)_Ctrue
weka.BFTree(1)_M2
weka.BFTree(1)_N5
weka.BFTree(1)_PPOSTPRUNED
weka.BFTree(1)_S1
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
0.8826
Per class
F measure
0.8367
Per class
Kappa
0.5346
KB relative information score
18080.4637
Mean absolute error
0.2165
Mean prior absolute error
0.3641
Number of instances
48842
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8365
Per class
Predictive accuracy
0.8445
Prior entropy
0.7939
Recall
0.8445
Per class
Relative absolute error
0.5947
Root mean prior squared error
0.4266
Root mean squared error
0.3302
Root relative squared error
0.774
SciMark benchmark
931.1329[546.7839307448967993.5318554177143464.0197769303245885.62161020818121765.707548606275]