Run
2439

Run 2439

Task 171 (Supervised Data Stream Classification) BNG(sick,nominal,1000000) Uploaded 25-04-2014 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
0.5039
Per class
Confusion matrix
F measure
0.9102
Per class
Kappa
0.015
KB relative information score
877118
Mean absolute error
0.0614
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9225
Per class
Predictive accuracy
0.939
Prior entropy
1
Ram hours
0
Recall
0.939
Per class
Relative absolute error
0.1229
Root mean prior squared error
0.5
Root mean squared error
0.2474
Root relative squared error
0.4947
Run CPU time
11.27