Run
177713

Run 177713

Task 7383 (Supervised Data Stream Classification) BNG(lymph,1000,1) 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
0.9703
Per class
Confusion matrix
F measure
0.8857
Per class
Kappa
0.804
KB relative information score
829077.7986
Mean absolute error
0.0843
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.8996
Per class
Predictive accuracy
0.8988
Prior entropy
2
Recall
0.8988
Per class
Relative absolute error
0.2248
Root mean prior squared error
0.433
Root mean squared error
0.1969
Root relative squared error
0.4547