Run
1976

Run 1976

Task 165 (Supervised Data Stream Classification) BNG(page-blocks,nominal,295245) 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
0.7744
Per class
Confusion matrix
F measure
0.9006
Per class
Kappa
0.4718
KB relative information score
119914.0047
Mean absolute error
0.2452
Mean prior absolute error
0.32
Number of instances
295245
Per class
Precision
0.8985
Per class
Predictive accuracy
0.9164
Prior entropy
2.3219
Ram hours
0
Recall
0.9164
Per class
Relative absolute error
0.7663
Root mean prior squared error
0.4
Root mean squared error
0.3242
Root relative squared error
0.8105
Run CPU time
3.18