Run
1636

Run 1636

Task 167 (Supervised Data Stream Classification) BNG(pendigits,nominal,1000000) Uploaded 23-04-2014 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
0.9656
Per class
Confusion matrix
F measure
0.8522
Per class
Kappa
0.8358
KB relative information score
282320.6389
Mean absolute error
0.1615
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.8535
Per class
Predictive accuracy
0.8523
Prior entropy
3.3219
Ram hours
0
Recall
0.8523
Per class
Relative absolute error
0.8974
Root mean prior squared error
0.3
Root mean squared error
0.2742
Root relative squared error
0.9139
Run CPU time
31.45