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Run
177702

Run 177702

Task 7390 (Supervised Data Stream Classification) BNG(lymph,10000,5) Uploaded 23-02-2015 by Jason
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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
0.9709
Per class
Confusion matrix
F measure
0.8876
Per class
Kappa
0.8061
KB relative information score
832199.1315
Mean absolute error
0.0827
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.9009
Per class
Predictive accuracy
0.8998
Prior entropy
2
Recall
0.8998
Per class
Relative absolute error
0.2206
Root mean prior squared error
0.433
Root mean squared error
0.1955
Root relative squared error
0.4515