Run
559322

Run 559322

Task 3845 (Supervised Classification) heart-c Uploaded 15-04-2016 by Martijn Post
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Flow

weka.AttributeSelectedClassifier_InfoGainAttributeEval_Ranker_J48(1)Weka implementation of AttributeSelectedClassifier
weka.J48(33)_C0.25
weka.J48(33)_M2
weka.Ranker(3)_T-1.7976931348623157E308
weka.Ranker(3)_N-1
weka.AttributeSelectedClassifier_InfoGainAttributeEval_Ranker_J48(1)_Sweka.attributeSelection.Ranker
weka.AttributeSelectedClassifier_InfoGainAttributeEval_Ranker_J48(1)_Wweka.classifiers.trees.J48

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
0.7912
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7985
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5934
Cross-validation details (10-fold Crossvalidation)
KB relative information score
157.9918
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2469
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
[Oracle Corporation, 1.8.0_66, amd64, Windows 10, 10.0]
Precision
0.7984
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7987
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9943
Cross-validation details (10-fold Crossvalidation)
Recall
0.7987
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4978
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.498
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4258
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.855
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1892.0925
UserCPU time millis
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10-fold Crossvalidation)