Run
1783

Run 1783

Task 186 (Supervised Data Stream Classification) BNG(waveform-5000,nominal,1000000) Uploaded 23-04-2014 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
0.888
Per class
Confusion matrix
F measure
0.7865
Per class
Kappa
0.6786
KB relative information score
488162.9838
Mean absolute error
0.2738
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.7885
Per class
Predictive accuracy
0.7858
Prior entropy
1.585
Ram hours
0
Recall
0.7858
Per class
Relative absolute error
0.6161
Root mean prior squared error
0.4714
Root mean squared error
0.3527
Root relative squared error
0.7482
Run CPU time
22.89