Run
178838

Run 178838

Task 7374 (Supervised Data Stream Classification) BNG(autos,1000,1) Uploaded 23-02-2015 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.

18 Evaluation measures

Area under ROC curve
0.8949
Per class
Confusion matrix
F measure
0.6703
Per class
Kappa
0.5833
KB relative information score
610846.7577
Mean absolute error
0.1287
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.6742
Per class
Predictive accuracy
0.6867
Prior entropy
2.8074
Recall
0.6867
Per class
Relative absolute error
0.5256
Root mean prior squared error
0.3499
Root mean squared error
0.2516
Root relative squared error
0.719