Run
147136

Run 147136

Task 3845 (Supervised Classification) heart-c Uploaded 02-02-2015 by Joaquin Vanschoren
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Flow

weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_DecisionStump(2)Weka implementation of AttributeSelectedClassifier
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_DecisionStump(2)_Eweka.attributeSelection.CfsSubsetEval
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_DecisionStump(2)_Sweka.attributeSelection.BestFirst
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_DecisionStump(2)_Wweka.classifiers.trees.DecisionStump
weka.BestFirst(2)_D1
weka.BestFirst(2)_N5
weka.CfsSubsetEval(2)_E1
weka.CfsSubsetEval(2)_P1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.6973
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7356
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4665
Cross-validation details (10-fold Crossvalidation)
KB relative information score
85.9871
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3743
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4961
Cross-validation details (10-fold Crossvalidation)
Number of instances
303
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
0.7355
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.736
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9943
Cross-validation details (10-fold Crossvalidation)
Recall
0.736
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7545
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.498
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.446
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8955
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
942.1229
UserCPU time millis
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10-fold Crossvalidation)