Run
1359

Run 1359

Task 170 (Supervised Data Stream Classification) BNG(segment) Uploaded 18-04-2014 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
0.9649
Per class
Confusion matrix
F measure
0.8092
Per class
Kappa
0.7793
KB relative information score
773448.6321
Mean absolute error
0.077
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.8147
Per class
Predictive accuracy
0.8108
Prior entropy
2.8074
Ram hours
0.0008
Recall
0.8108
Per class
Relative absolute error
0.3145
Root mean prior squared error
0.3499
Root mean squared error
0.1962
Root relative squared error
0.5606
Run CPU time
5388.52