Run
177280

Run 177280

Task 7343 (Supervised Data Stream Classification) BNG(anneal.ORIG,5000,10) 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
0.9549
Per class
Confusion matrix
F measure
0.8759
Per class
Kappa
0.6887
KB relative information score
863957.0477
Mean absolute error
0.0509
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.8863
Per class
Predictive accuracy
0.8917
Prior entropy
2.585
Recall
0.8917
Per class
Relative absolute error
0.1834
Root mean prior squared error
0.3727
Root mean squared error
0.1633
Root relative squared error
0.4381