Run
559303

Run 559303

Task 3826 (Supervised Classification) heart-h 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
0.7675
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7993
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5595
Cross-validation details (10-fold Crossvalidation)
KB relative information score
117.5243
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2905
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4614
Cross-validation details (10-fold Crossvalidation)
Number of instances
294
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 10, 10.0]
Precision
0.7998
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8027
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9439
Cross-validation details (10-fold Crossvalidation)
Recall
0.8027
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6297
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4802
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4034
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8401
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1892.0925
UserCPU time millis
15.625
UserCPU time millis training
15.625