DEVELOPMENT... OpenML
Run
4659

Run 4659

Task 2204 (Supervised Data Stream Classification) segment 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
0.986
Per class
Confusion matrix
F measure
0.9009
Per class
Kappa
0.8859
KB relative information score
2029.9771
Mean absolute error
0.0428
Mean prior absolute error
0.2449
Number of instances
2310
Per class
Precision
0.9027
Per class
Predictive accuracy
0.9022
Prior entropy
2.8074
Ram hours
0
Recall
0.9022
Per class
Relative absolute error
0.1748
Root mean prior squared error
0.3499
Root mean squared error
0.1429
Root relative squared error
0.4085
Run CPU time
12.92