Run
863

Run 863

Task 125 (Supervised Data Stream Classification) BNG(autos,nominal,1000000) Uploaded 08-04-2014 by Jan van Rijn
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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
0.8942
Per class
Confusion matrix
F measure
0.632
Per class
Kappa
0.5358
KB relative information score
590563.0737
Mean absolute error
0.136
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.6711
Per class
Predictive accuracy
0.6569
Prior entropy
2.8074
Ram hours
0.002
Recall
0.6569
Per class
Relative absolute error
0.5555
Root mean prior squared error
0.3499
Root mean squared error
0.2576
Root relative squared error
0.7361
Run CPU time
11584.66