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Run 1160

Task 200 (Supervised Data Stream Classification) SEA(50000) Uploaded 10-04-2014 by Jason
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Flow

moa.LeveragingBag_kNN(1)Moa implementation of LeveragingBag
moa.LeveragingBag_kNN(1)_a0.002
moa.LeveragingBag_kNN(1)_lmoa.classifiers.lazy.kNN
moa.LeveragingBag_kNN(1)_mLeveragingBag
moa.LeveragingBag_kNN(1)_ofalse
moa.LeveragingBag_kNN(1)_r1
moa.LeveragingBag_kNN(1)_s10
moa.LeveragingBag_kNN(1)_w6.0
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
0.8799
Per class
Confusion matrix
F measure
0.8632
Per class
Kappa
0.71
KB relative information score
581447.5861
Mean absolute error
0.2255
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8633
Per class
Predictive accuracy
0.864
Prior entropy
1
Ram hours
0.0004
Recall
0.864
Per class
Relative absolute error
0.451
Root mean prior squared error
0.5
Root mean squared error
0.3432
Root relative squared error
0.6864
Run CPU time
3520.44