DEVELOPMENT... OpenML
Run
19201

Run 19201

Task 52 (Supervised Classification) heart-statlog Uploaded 12-06-2014 by Felicia West
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Flow

weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_VotedPerceptron(1)Weka implementation of AttributeSelectedClassifier
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_VotedPerceptron(1)_Eweka.attributeSelection.CfsSubsetEval
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_VotedPerceptron(1)_Sweka.attributeSelection.BestFirst
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_VotedPerceptron(1)_Wweka.classifiers.functions.VotedPerceptron
weka.BestFirst(1)_D1
weka.BestFirst(1)_N5
weka.CfsSubsetEval(1)_E1
weka.CfsSubsetEval(1)_P1
weka.VotedPerceptron(1)_E1.0
weka.VotedPerceptron(1)_I1
weka.VotedPerceptron(1)_M10000
weka.VotedPerceptron(1)_S1

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
0.6288
Per class
F measure
0.5449
Per class
Kappa
0.1394
KB relative information score
53.0608
Mean absolute error
0.3942
Mean prior absolute error
0.4939
Number of instances
270
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6258
Per class
Predictive accuracy
0.6037
Prior entropy
0.9912
Recall
0.6037
Per class
Relative absolute error
0.7982
Root mean prior squared error
0.4969
Root mean squared error
0.6256
Root relative squared error
1.259
SciMark benchmark
942.9608[556.55411773104331012.5880246437401475.7385195030516909.90626928802961760.017229859821]