Run
968

Run 968

Task 159 (Supervised Data Stream Classification) BNG(cmc,nominal,55296) Uploaded 08-04-2014 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
0.6468
Per class
Confusion matrix
F measure
0.4726
Per class
Kappa
0.1806
KB relative information score
9552.8504
Mean absolute error
0.3983
Mean prior absolute error
0.4444
Number of instances
55296
Per class
Precision
0.4719
Per class
Predictive accuracy
0.4743
Prior entropy
1.585
Ram hours
0
Recall
0.4743
Per class
Relative absolute error
0.8962
Root mean prior squared error
0.4714
Root mean squared error
0.4514
Root relative squared error
0.9576
Run CPU time
301.07