Run
1431

Run 1431

Task 189 (Supervised Data Stream Classification) covertype 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
0.6814
Per class
Confusion matrix
F measure
0.5596
Per class
Kappa
0.3105
KB relative information score
241686.9427
Mean absolute error
0.193
Mean prior absolute error
0.2449
Number of instances
581012
Per class
Precision
0.5443
Per class
Predictive accuracy
0.5809
Prior entropy
2.8074
Ram hours
0
Recall
0.5809
Per class
Relative absolute error
0.7879
Root mean prior squared error
0.3499
Root mean squared error
0.3145
Root relative squared error
0.8988
Run CPU time
12.25