DEVELOPMENT... OpenML
Run
20408

Run 20408

Task 50 (Supervised Classification) heart-h Uploaded 18-06-2014 by Felicia West
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Flow

weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_LMT(1)Weka implementation of AttributeSelectedClassifier
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_LMT(1)_Eweka.attributeSelection.CfsSubsetEval
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_LMT(1)_Sweka.attributeSelection.BestFirst
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_LMT(1)_Wweka.classifiers.trees.LMT
weka.BestFirst(1)_D1
weka.BestFirst(1)_N5
weka.CfsSubsetEval(1)_E1
weka.CfsSubsetEval(1)_P1
weka.LMT(1)_I-1
weka.LMT(1)_M15
weka.LMT(1)_W0.0

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
0.9078
Per class
F measure
0.8339
Per class
Kappa
0.6354
KB relative information score
149.398
Mean absolute error
0.0869
Mean prior absolute error
0.1867
Number of instances
294
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8352
Per class
Predictive accuracy
0.8367
Prior entropy
1.0314
Recall
0.8367
Per class
Relative absolute error
0.4656
Root mean prior squared error
0.3037
Root mean squared error
0.2143
Root relative squared error
0.7057
SciMark benchmark
946.1869[563.56724519425261014.4538012229739480.63640330884147913.39368876640651758.8835103978397]