Run
2246

Run 2246

Task 184 (Supervised Data Stream Classification) BNG(vowel,nominal,1000000) 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
0.8249
Per class
Confusion matrix
F measure
0.4084
Per class
Kappa
0.3569
KB relative information score
202069.7765
Mean absolute error
0.1548
Mean prior absolute error
0.1653
Number of instances
1000000
Per class
Precision
0.4086
Per class
Predictive accuracy
0.4153
Prior entropy
3.4594
Ram hours
0
Recall
0.4153
Per class
Relative absolute error
0.9364
Root mean prior squared error
0.2875
Root mean squared error
0.274
Root relative squared error
0.9533
Run CPU time
31.62