Run
177266

Run 177266

Task 7332 (Supervised Data Stream Classification) BNG(anneal,5000,1) Uploaded 23-02-2015 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.

18 Evaluation measures

Area under ROC curve
0.9532
Per class
Confusion matrix
F measure
0.8782
Per class
Kappa
0.699
KB relative information score
887384.9553
Mean absolute error
0.0408
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.9008
Per class
Predictive accuracy
0.8977
Prior entropy
2.585
Recall
0.8977
Per class
Relative absolute error
0.1468
Root mean prior squared error
0.3727
Root mean squared error
0.1569
Root relative squared error
0.421