Run
3191

Run 3191

Task 2156 (Supervised Data Stream Classification) BNG(credit-g) 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
0.6875
Per class
Confusion matrix
F measure
0.7578
Per class
Kappa
0.4057
KB relative information score
538416
Mean absolute error
0.2308
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.758
Per class
Predictive accuracy
0.7694
Prior entropy
1
Ram hours
0
Recall
0.7694
Per class
Relative absolute error
0.4616
Root mean prior squared error
0.5
Root mean squared error
0.4801
Root relative squared error
0.9603
Run CPU time
10.2809