Run
1540

Run 1540

Task 169 (Supervised Data Stream Classification) BNG(dermatology,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
0.9917
Per class
Confusion matrix
F measure
0.977
Per class
Kappa
0.9713
KB relative information score
383411.416
Mean absolute error
0.2228
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.977
Per class
Predictive accuracy
0.977
Prior entropy
2.585
Ram hours
0
Recall
0.977
Per class
Relative absolute error
0.8021
Root mean prior squared error
0.3727
Root mean squared error
0.311
Root relative squared error
0.8344
Run CPU time
25.59