DEVELOPMENT... OpenML
Run
1022

Run 1022

Task 128 (Supervised Data Stream Classification) BNG(mfeat-fourier,nominal,1000000) Uploaded 09-04-2014 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
0.9455
Per class
Confusion matrix
F measure
0.6695
Per class
Kappa
0.6333
KB relative information score
617980.5809
Mean absolute error
0.0985
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.7038
Per class
Predictive accuracy
0.67
Prior entropy
3.3219
Ram hours
0.0089
Recall
0.67
Per class
Relative absolute error
0.5471
Root mean prior squared error
0.3
Root mean squared error
0.2161
Root relative squared error
0.7203
Run CPU time
31218.89