Run
547928

Run 547928

Task 3863 (Supervised Classification) hypothyroid Uploaded 05-04-2016 by Martijn Post
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Flow

weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_IBk(3)Weka implementation of AttributeSelectedClassifier
weka.IBk(7)_K2
weka.IBk(7)_W0
weka.IBk(7)_Atrue
weka.CfsSubsetEval(5)_P1
weka.CfsSubsetEval(5)_E1
weka.BestFirst(4)_D1
weka.BestFirst(4)_N5
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_IBk(3)_Eweka.attributeSelection.CfsSubsetEval
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_IBk(3)_Sweka.attributeSelection.BestFirst
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_IBk(3)_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
0.8618
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9076
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4096
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-52.7639
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1036
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1426
Cross-validation details (10-fold Crossvalidation)
Number of instances
3772
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 10, 10.0]
Precision
0.9181
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8998
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3928
Cross-validation details (10-fold Crossvalidation)
Recall
0.8998
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7265
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2668
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3048
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1421
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1840.6094
UserCPU time millis
750
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
734.375
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
15.625
Cross-validation details (10-fold Crossvalidation)