Run
558877

Run 558877

Task 3663 (Supervised Classification) cholesterol Uploaded 15-04-2016 by Martijn Post
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Flow

weka.AttributeSelectedClassifier_GainRatioAttributeEval_Ranker_IBk(1)Weka implementation of AttributeSelectedClassifier
weka.IBk(7)_K1
weka.IBk(7)_W0
weka.IBk(7)_Atrue
weka.Ranker(3)_T-1.7976931348623157E308
weka.Ranker(3)_N-1
weka.AttributeSelectedClassifier_GainRatioAttributeEval_Ranker_IBk(1)_Sweka.attributeSelection.Ranker
weka.AttributeSelectedClassifier_GainRatioAttributeEval_Ranker_IBk(1)_Wweka.classifiers.lazy.IBk

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
0.5595
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5454
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0854
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23.1964
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4558
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4955
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
0.547
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5446
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9935
Cross-validation details (10-fold Crossvalidation)
Recall
0.5446
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9199
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4977
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6724
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.351
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1744.8652
UserCPU time millis
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10-fold Crossvalidation)