Run
2503

Run 2503

Task 126 (Supervised Data Stream Classification) BNG(lymph,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
0.8977
Per class
Confusion matrix
F measure
0.8818
Per class
Kappa
0.7785
KB relative information score
461509.6784
Mean absolute error
0.2611
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.8823
Per class
Predictive accuracy
0.8819
Prior entropy
2
Ram hours
0
Recall
0.8819
Per class
Relative absolute error
0.6962
Root mean prior squared error
0.433
Root mean squared error
0.3287
Root relative squared error
0.759
Run CPU time
12.57