Run
3242

Run 3242

Task 2167 (Supervised Data Stream Classification) BNG(waveform-5000) Uploaded 30-04-2014 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
0.9325
Per class
Confusion matrix
F measure
0.8723
Per class
Kappa
0.8091
KB relative information score
547909.2597
Mean absolute error
0.2519
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.8726
Per class
Predictive accuracy
0.8727
Prior entropy
1.585
Ram hours
0
Recall
0.8727
Per class
Relative absolute error
0.5668
Root mean prior squared error
0.4714
Root mean squared error
0.3216
Root relative squared error
0.6822
Run CPU time
17.6759