Run
2681

Run 2681

Task 2128 (Supervised Data Stream Classification) BNG(anneal.ORIG) Uploaded 28-04-2014 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
0.7846
Per class
Confusion matrix
F measure
0.8155
Per class
Kappa
0.5378
KB relative information score
357936.2655
Mean absolute error
0.2273
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.8132
Per class
Predictive accuracy
0.8244
Prior entropy
2.585
Ram hours
0
Recall
0.8244
Per class
Relative absolute error
0.8181
Root mean prior squared error
0.3727
Root mean squared error
0.3182
Root relative squared error
0.8539
Run CPU time
12.3189