Run
2040

Run 2040

Task 182 (Supervised Data Stream Classification) BNG(vote) 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
0.9609
Per class
Confusion matrix
F measure
0.9588
Per class
Kappa
0.9132
KB relative information score
120048
Mean absolute error
0.0421
Mean prior absolute error
0.5
Number of instances
131072
Per class
Precision
0.9588
Per class
Predictive accuracy
0.9587
Prior entropy
1
Ram hours
0
Recall
0.9587
Per class
Relative absolute error
0.0841
Root mean prior squared error
0.5
Root mean squared error
0.2004
Root relative squared error
0.4007
Run CPU time
1.99