Run
178543

Run 178543

Task 7376 (Supervised Data Stream Classification) BNG(autos,1000,10) 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
0.8478
Per class
Confusion matrix
F measure
0.593
Per class
Kappa
0.4794
KB relative information score
527217.3931
Mean absolute error
0.1525
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.6022
Per class
Predictive accuracy
0.6108
Prior entropy
2.8074
Recall
0.6108
Per class
Relative absolute error
0.6227
Root mean prior squared error
0.3499
Root mean squared error
0.2758
Root relative squared error
0.7881