Run
565820

Run 565820

Task 2142 (Supervised Classification) BNG(breast-w) Uploaded 20-04-2016 by Jan van Rijn
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Flow

weka.AttributeSelectedClassifier_GainRatioAttributeEval_Ranker_SMO(1)Weka implementation of AttributeSelectedClassifier
weka.Ranker(3)_T-1.7976931348623157E308
weka.Ranker(3)_N-1
weka.SMO(1)_C1.0
weka.SMO(1)_N0
weka.SMO(1)_L0.001
weka.SMO(1)_P1.0E-12
weka.SMO(1)_V-1
weka.SMO(1)_W1
weka.SMO(1)_Kweka.classifiers.functions.supportVector.PolyKernel -E 1.0 -C 250007
weka.AttributeSelectedClassifier_GainRatioAttributeEval_Ranker_SMO(1)_Sweka.attributeSelection.Ranker
weka.AttributeSelectedClassifier_GainRatioAttributeEval_Ranker_SMO(1)_Wweka.classifiers.functions.SMO

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
0.9782
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9798
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9554
Cross-validation details (10-fold Crossvalidation)
KB relative information score
37529.6384
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0202
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4514
Cross-validation details (10-fold Crossvalidation)
Number of instances
39366
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
0.9799
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9798
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9287
Cross-validation details (10-fold Crossvalidation)
Recall
0.9798
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0447
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4751
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.142
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2989
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1250.3502
UserCPU time millis
2740
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
50
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
2690
Cross-validation details (10-fold Crossvalidation)