Run
2900

Run 2900

Task 2130 (Supervised Data Stream Classification) BNG(letter) Uploaded 29-04-2014 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
0.8054
Per class
Confusion matrix
F measure
0.3582
Per class
Kappa
0.3295
KB relative information score
413485.1714
Mean absolute error
0.06
Mean prior absolute error
0.074
Number of instances
1000000
Per class
Precision
0.3857
Per class
Predictive accuracy
0.3553
Prior entropy
4.7004
Ram hours
0.0008
Recall
0.3553
Per class
Relative absolute error
0.8112
Root mean prior squared error
0.1923
Root mean squared error
0.1757
Root relative squared error
0.9134
Run CPU time
5531.611