Run
1992

Run 1992

Task 175 (Supervised Data Stream Classification) BNG(spambase) Uploaded 24-04-2014 by Jan van Rijn
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Flow

moa.WEKAClassifier_SMO_PolyKernel(1)Moa implementation of WEKAClassifier
moa.WEKAClassifier_SMO_PolyKernel(1)_f0
moa.WEKAClassifier_SMO_PolyKernel(1)_i1000
moa.WEKAClassifier_SMO_PolyKernel(1)_lweka.classifiers.functions.SMO
moa.WEKAClassifier_SMO_PolyKernel(1)_w0
weka.PolyKernel(2)_C250007
weka.PolyKernel(2)_E1.0
weka.SMO_PolyKernel(2)_C1.0
weka.SMO_PolyKernel(2)_Kweka.classifiers.functions.supportVector.PolyKernel
weka.SMO_PolyKernel(2)_L0.001
weka.SMO_PolyKernel(2)_N0
weka.SMO_PolyKernel(2)_P1.0E-12
weka.SMO_PolyKernel(2)_V-1
weka.SMO_PolyKernel(2)_W1

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.

20 Evaluation measures

Area under ROC curve
0.5731
Per class
Confusion matrix
F measure
0.5854
Per class
Kappa
0.1678
KB relative information score
308526
Mean absolute error
0.3457
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.6826
Per class
Predictive accuracy
0.6544
Prior entropy
1
Ram hours
0
Recall
0.6544
Per class
Relative absolute error
0.6915
Root mean prior squared error
0.5
Root mean squared error
0.5878
Root relative squared error
1.1756
Run CPU time
26.24