DEVELOPMENT... OpenML
Run
11227

Run 11227

Task 43 (Supervised Classification) spambase Uploaded 22-05-2014 by Felicia West
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Flow

weka.MultiClassClassifierUpdateable_SGD(1)Weka implementation of MultiClassClassifierUpdateable
weka.MultiClassClassifierUpdateable_SGD(1)_M0
weka.MultiClassClassifierUpdateable_SGD(1)_R2.0
weka.MultiClassClassifierUpdateable_SGD(1)_S1
weka.MultiClassClassifierUpdateable_SGD(1)_Wweka.classifiers.functions.SGD
weka.SGD(1)_C0.001
weka.SGD(1)_E500
weka.SGD(1)_F0
weka.SGD(1)_L0.01
weka.SGD(1)_R1.0E-4

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.9161
Per class
F measure
0.9236
Per class
Kappa
0.8393
KB relative information score
3853.3061
Mean absolute error
0.0761
Mean prior absolute error
0.4776
Number of instances
4601
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9239
Per class
Predictive accuracy
0.9239
Prior entropy
0.9674
Recall
0.9239
Per class
Relative absolute error
0.1593
Root mean prior squared error
0.4886
Root mean squared error
0.2758
Root relative squared error
0.5644
SciMark benchmark
946.1346[557.79999612023221016.0585376856843483.0147548568529914.34953743383911759.4502550697425]