Run
569951

Run 569951

Task 14965 (Supervised Classification) bank-marketing 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
0.5858
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8655
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2485
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14726.9116
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1072
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2066
Cross-validation details (10-fold Crossvalidation)
Number of instances
45211
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
0.8715
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8928
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.8928
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5188
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3274
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0186
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
708.281
UserCPU time millis
7420
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
80
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
7340
Cross-validation details (10-fold Crossvalidation)