Run
1840553

Run 1840553

Task 125968 (Supervised Classification) SpeedDating Uploaded 22-11-2016 by J B
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Flow

weka.SGD(3)Weka implementation of SGD
weka.SGD(3)_F0
weka.SGD(3)_L0.01
weka.SGD(3)_R1.0E-4
weka.SGD(3)_E500
weka.SGD(3)_C0.001
weka.SGD(3)_S1

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
0.6878
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
4.6025
Cross-validation details (10-fold Crossvalidation)
F measure
0.842
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4053
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2743.5626
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1517
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2752
Cross-validation details (10-fold Crossvalidation)
Number of instances
8378
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8379
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8483
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.8483
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5512
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3895
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0501
Cross-validation details (10-fold Crossvalidation)
Total cost
38560
Cross-validation details (10-fold Crossvalidation)