Run
569954

Run 569954

Task 14968 (Supervised Classification) cylinder-bands Uploaded 01-05-2016 by Jan van Rijn
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Flow

weka.AttributeSelectedClassifier_SGD(1)Weka implementation of AttributeSelectedClassifier
weka.SGD(4)_F0
weka.SGD(4)_L0.01
weka.SGD(4)_R1.0E-4
weka.SGD(4)_E500
weka.SGD(4)_C0.001
weka.SGD(4)_S1
weka.AttributeSelectedClassifier_SGD(1)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_SGD(1)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_SGD(1)_Wweka.classifiers.functions.SGD

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
0.6859
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6983
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3783
Cross-validation details (10-fold Crossvalidation)
KB relative information score
206.481
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2981
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4879
Cross-validation details (10-fold Crossvalidation)
Number of instances
540
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
Precision
0.699
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7019
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9826
Cross-validation details (10-fold Crossvalidation)
Recall
0.7019
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.611
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4939
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.546
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1055
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
752.4263
UserCPU time millis
150
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
140
Cross-validation details (10-fold Crossvalidation)