Run
1672081

Run 1672081

Task 32 (Supervised Classification) pendigits 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
0.9787
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8758
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8602
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9669.4803
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0236
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
10992
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8902
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8743
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3208
Cross-validation details (10-fold Crossvalidation)
Recall
0.8743
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1313
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1214
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4047
Cross-validation details (10-fold Crossvalidation)