Run
2804

Run 2804

Task 2131 (Supervised Data Stream Classification) BNG(autos) Uploaded 28-04-2014 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
0.8279
Per class
Confusion matrix
F measure
0.5565
Per class
Kappa
0.4324
KB relative information score
521915.2768
Mean absolute error
0.1537
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.5638
Per class
Predictive accuracy
0.5768
Prior entropy
2.8074
Ram hours
0.0009
Recall
0.5768
Per class
Relative absolute error
0.6276
Root mean prior squared error
0.3499
Root mean squared error
0.2834
Root relative squared error
0.8098
Run CPU time
5216.9097