Run
1239

Run 1239

Task 182 (Supervised Data Stream Classification) BNG(vote) Uploaded 11-04-2014 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
0.9847
Per class
Confusion matrix
F measure
0.9416
Per class
Kappa
0.8774
KB relative information score
112012.5572
Mean absolute error
0.0763
Mean prior absolute error
0.5
Number of instances
131072
Per class
Precision
0.9423
Per class
Predictive accuracy
0.9414
Prior entropy
1
Ram hours
0.0001
Recall
0.9414
Per class
Relative absolute error
0.1527
Root mean prior squared error
0.5
Root mean squared error
0.2086
Root relative squared error
0.4173
Run CPU time
613.95