Run
66003

Run 66003

Task 7293 (Supervised Classification) Click_prediction_small Uploaded 26-11-2014 by Roy van den Hurk
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Flow

weka.MultiClassClassifierUpdateable_SGD(2)Weka implementation of MultiClassClassifierUpdateable
weka.SGD(2)_C0.001
weka.SGD(2)_E500
weka.SGD(2)_F0
weka.SGD(2)_L0.01
weka.SGD(2)_R1.0E-4
weka.SGD(2)_S1
weka.MultiClassClassifierUpdateable_SGD(2)_M0
weka.MultiClassClassifierUpdateable_SGD(2)_R2.0
weka.MultiClassClassifierUpdateable_SGD(2)_S1
weka.MultiClassClassifierUpdateable_SGD(2)_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.

21 Evaluation measures

Area under ROC curve
0.5006
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
16.7737
Cross-validation details (10-fold Crossvalidation)
Build CPU time
44.1702
Cross-validation details (10-fold Crossvalidation)
Build memory
1071983003.2935
Cross-validation details (10-fold Crossvalidation)
F measure
0.7563
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.002
Cross-validation details (10-fold Crossvalidation)
KB relative information score
108077.3055
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1678
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2795
Cross-validation details (10-fold Crossvalidation)
Number of instances
399482
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_25, amd64, Windows 8.1, 6.3]
Precision
0.8405
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8322
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.653
Cross-validation details (10-fold Crossvalidation)
Recall
0.8322
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6003
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3738
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4096
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0957
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1410.7448
Total cost
6700810
Cross-validation details (10-fold Crossvalidation)