Run
160455

Run 160455

Task 7309 (Supervised Data Stream Classification) Agrawal1 Uploaded 14-02-2015 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
0.5494
Per class
Confusion matrix
F measure
0.5935
Per class
Kappa
0.0501
KB relative information score
122075.822
Mean absolute error
0.4473
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.5872
Per class
Predictive accuracy
0.6386
Prior entropy
1
Recall
0.6386
Per class
Relative absolute error
0.8946
Root mean prior squared error
0.5
Root mean squared error
0.4852
Root relative squared error
0.9704