Run
178039

Run 178039

Task 7360 (Supervised Data Stream Classification) BNG(letter,5000,5) 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
0.7857
Per class
Confusion matrix
F measure
0.3263
Per class
Kappa
0.296
KB relative information score
377923.0877
Mean absolute error
0.0622
Mean prior absolute error
0.074
Number of instances
1000000
Per class
Precision
0.3509
Per class
Predictive accuracy
0.323
Prior entropy
4.7004
Recall
0.323
Per class
Relative absolute error
0.8414
Root mean prior squared error
0.1923
Root mean squared error
0.1793
Root relative squared error
0.9322