Run
1672083

Run 1672083

Task 43 (Supervised Classification) spambase Uploaded 20-07-2016 by Jan van Rijn
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Flow

weka.MultiClassClassifierUpdateable_SGD(3)Weka implementation of MultiClassClassifierUpdateable
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.MultiClassClassifierUpdateable_SGD(3)_M0
weka.MultiClassClassifierUpdateable_SGD(3)_R2.0
weka.MultiClassClassifierUpdateable_SGD(3)_S1
weka.MultiClassClassifierUpdateable_SGD(3)_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.

17 Evaluation measures

Area under ROC curve
0.9161
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9236
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8393
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3853.3061
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0761
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4776
Cross-validation details (10-fold Crossvalidation)
Number of instances
4601
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9239
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9239
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9239
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1593
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2758
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5644
Cross-validation details (10-fold Crossvalidation)