Run
554748

Run 554748

Task 3970 (Supervised Classification) AP_Lung_Uterus Uploaded 11-04-2016 by Jan van Rijn
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Flow

weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_IBk(3)Weka implementation of AttributeSelectedClassifier
weka.IBk(7)_K5
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
0.9766
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.928
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.856
Cross-validation details (10-fold Crossvalidation)
KB relative information score
212.7577
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0752
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_77, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
Precision
0.929
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.928
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.928
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1503
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2208
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4416
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1391.2958
UserCPU time millis
1876970
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
140
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
1876830
Cross-validation details (10-fold Crossvalidation)