DEVELOPMENT... OpenML
Run
3667

Run 3667

Task 2226 (Supervised Data Stream Classification) waveform-5000 Uploaded 30-04-2014 by Jason
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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
0.9371
Per class
Confusion matrix
F measure
0.7935
Per class
Kappa
0.6901
KB relative information score
3007.1376
Mean absolute error
0.2156
Mean prior absolute error
0.4444
Number of instances
5000
Per class
Precision
0.7937
Per class
Predictive accuracy
0.7934
Prior entropy
1.585
Ram hours
0
Recall
0.7934
Per class
Relative absolute error
0.4851
Root mean prior squared error
0.4714
Root mean squared error
0.3132
Root relative squared error
0.6645
Run CPU time
80.62

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