DEVELOPMENT... OpenML
Run
3766

Run 3766

Task 2168 (Supervised Data Stream Classification) BNG(zoo) Uploaded 30-04-2014 by Jason
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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
0.9763
Per class
Confusion matrix
F measure
0.919
Per class
Kappa
0.8953
KB relative information score
343225.3609
Mean absolute error
0.2058
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.9193
Per class
Predictive accuracy
0.92
Prior entropy
2.8074
Ram hours
0
Recall
0.92
Per class
Relative absolute error
0.8405
Root mean prior squared error
0.3499
Root mean squared error
0.3038
Root relative squared error
0.8681
Run CPU time
23.7199