Run
1840681

Run 1840681

Task 125969 (Supervised Classification) SpeedDating Uploaded 23-11-2016 by Julia Hofs
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Flow

weka.SGD(3)Weka implementation of SGD
weka.SGD(3)_F0
weka.SGD(3)_L0.1
weka.SGD(3)_R1.0E-4
weka.SGD(3)_E500
weka.SGD(3)_C0.001
weka.SGD(3)_Ntrue
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
0.7271
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.3078
Cross-validation details (10-fold Crossvalidation)
F measure
0.7693
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.325
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-1262.2075
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2596
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
0.8339
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7404
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.7404
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9433
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5095
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3736
Cross-validation details (10-fold Crossvalidation)
Total cost
2579
Cross-validation details (10-fold Crossvalidation)