Run
1366

Run 1366

Task 177 (Supervised Data Stream Classification) BNG(heart-h,nominal,1000000) Uploaded 18-04-2014 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
0.9178
Per class
Confusion matrix
F measure
0.8411
Per class
Kappa
0.6581
KB relative information score
798167.4905
Mean absolute error
0.0896
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8415
Per class
Predictive accuracy
0.8463
Prior entropy
2.3219
Ram hours
0.0006
Recall
0.8463
Per class
Relative absolute error
0.2799
Root mean prior squared error
0.4
Root mean squared error
0.2102
Root relative squared error
0.5256
Run CPU time
3963.3