DEVELOPMENT... OpenML
Run
18462

Run 18462

Task 15 (Supervised Classification) breast-w Uploaded 10-06-2014 by Felicia West
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Flow

weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_REPTree(1)Weka implementation of AttributeSelectedClassifier
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_REPTree(1)_Eweka.attributeSelection.CfsSubsetEval
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_REPTree(1)_Sweka.attributeSelection.BestFirst
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_REPTree(1)_Wweka.classifiers.trees.REPTree
weka.BestFirst(1)_D1
weka.BestFirst(1)_N5
weka.CfsSubsetEval(1)_E1
weka.CfsSubsetEval(1)_P1
weka.REPTree(1)_I0.0
weka.REPTree(1)_L-1
weka.REPTree(1)_M2
weka.REPTree(1)_N3
weka.REPTree(1)_S1
weka.REPTree(1)_V0.001

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
0.9634
Per class
F measure
0.9515
Per class
Kappa
0.893
KB relative information score
590.2138
Mean absolute error
0.0752
Mean prior absolute error
0.452
Number of instances
699
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9518
Per class
Predictive accuracy
0.9514
Prior entropy
0.9297
Recall
0.9514
Per class
Relative absolute error
0.1664
Root mean prior squared error
0.4753
Root mean squared error
0.2098
Root relative squared error
0.4414
SciMark benchmark
943.2518[563.02150163949781011.7904963405887481.49862314545294908.95975824819551750.9884544211457]