Run
177979

Run 177979

Task 7347 (Supervised Data Stream Classification) BNG(kr-vs-kp,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
0.974
Per class
Confusion matrix
F measure
0.9153
Per class
Kappa
0.8304
KB relative information score
663626.6876
Mean absolute error
0.1849
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9154
Per class
Predictive accuracy
0.9153
Prior entropy
1
Recall
0.9153
Per class
Relative absolute error
0.3699
Root mean prior squared error
0.5
Root mean squared error
0.2682
Root relative squared error
0.5364