Run
554894

Run 554894

Task 3965 (Supervised Classification) AP_Prostate_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)_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
0.9977
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9948
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9887
Cross-validation details (10-fold Crossvalidation)
KB relative information score
189.6604
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.008
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4598
Cross-validation details (10-fold Crossvalidation)
Number of instances
193
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
0.9949
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9948
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9418
Cross-validation details (10-fold Crossvalidation)
Recall
0.9948
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0174
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4793
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0718
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1499
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1373.0653
UserCPU time millis
18290
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
40
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
18250
Cross-validation details (10-fold Crossvalidation)