Run
978

Run 978

Task 164 (Supervised Data Stream Classification) BNG(credit-a,nominal,1000000) Uploaded 08-04-2014 by Jan van Rijn
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Flow

moa.kNN(1)Moa implementation of kNN
moa.kNN(1)_k10
moa.kNN(1)_nLinearNN
moa.kNN(1)_w1000

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
0.9225
Per class
Confusion matrix
F measure
0.8641
Per class
Kappa
0.7247
KB relative information score
584691.9007
Mean absolute error
0.2235
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.864
Per class
Predictive accuracy
0.8641
Prior entropy
1
Ram hours
0
Recall
0.8641
Per class
Relative absolute error
0.447
Root mean prior squared error
0.5
Root mean squared error
0.3252
Root relative squared error
0.6505
Run CPU time
306.59