Run
569983

Run 569983

Task 9911 (Supervised Classification) Amazon_employee_access 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
0.6547
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9324
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.346
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5277.5638
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0638
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1091
Cross-validation details (10-fold Crossvalidation)
Number of instances
32769
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
0.9294
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9362
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3191
Cross-validation details (10-fold Crossvalidation)
Recall
0.9362
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5846
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2335
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2525
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0814
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
873.048
UserCPU time millis
577200
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
7490
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
569710
Cross-validation details (10-fold Crossvalidation)