Run
5510

Run 5510

Task 2158 (Supervised Data Stream Classification) BNG(cylinder-bands) Uploaded 01-05-2014 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
0.7645
Per class
Confusion matrix
F measure
0.7033
Per class
Kappa
0.3883
KB relative information score
270849.6565
Mean absolute error
0.3767
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.704
Per class
Predictive accuracy
0.7068
Prior entropy
1
Ram hours
0.0026
Recall
0.7068
Per class
Relative absolute error
0.7534
Root mean prior squared error
0.5
Root mean squared error
0.4405
Root relative squared error
0.881
Run CPU time
12370.355