Run
565866

Run 565866

Task 3901 (Supervised Classification) jEdit_4.2_4.3 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
0.6274
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.633
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2561
Cross-validation details (10-fold Crossvalidation)
KB relative information score
94.6125
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3659
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4944
Cross-validation details (10-fold Crossvalidation)
Number of instances
369
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
0.6325
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6341
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.992
Cross-validation details (10-fold Crossvalidation)
Recall
0.6341
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7399
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4972
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6049
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2165
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1132.6437
UserCPU time millis
30
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
30
Cross-validation details (10-fold Crossvalidation)