Run
177701

Run 177701

Task 7388 (Supervised Data Stream Classification) BNG(lymph,5000,10) 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
0.9688
Per class
Confusion matrix
F measure
0.8821
Per class
Kappa
0.7977
KB relative information score
826375.2479
Mean absolute error
0.0854
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.8965
Per class
Predictive accuracy
0.8958
Prior entropy
2
Recall
0.8958
Per class
Relative absolute error
0.2277
Root mean prior squared error
0.433
Root mean squared error
0.1991
Root relative squared error
0.4597