Run
178035

Run 178035

Task 7356 (Supervised Data Stream Classification) BNG(letter,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
0.7856
Per class
Confusion matrix
F measure
0.326
Per class
Kappa
0.2957
KB relative information score
377796.0292
Mean absolute error
0.0622
Mean prior absolute error
0.074
Number of instances
1000000
Per class
Precision
0.3507
Per class
Predictive accuracy
0.3228
Prior entropy
4.7004
Recall
0.3228
Per class
Relative absolute error
0.8415
Root mean prior squared error
0.1923
Root mean squared error
0.1793
Root relative squared error
0.9323