Run
1485

Run 1485

Task 127 (Supervised Data Stream Classification) BNG(breast-cancer,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
0.6602
Per class
Confusion matrix
F measure
0.7418
Per class
Kappa
0.3577
KB relative information score
519518
Mean absolute error
0.2402
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7454
Per class
Predictive accuracy
0.7599
Prior entropy
1
Ram hours
0
Recall
0.7599
Per class
Relative absolute error
0.4805
Root mean prior squared error
0.5
Root mean squared error
0.4899
Root relative squared error
0.9798
Run CPU time
9.51