Run
1252

Run 1252

Task 188 (Supervised Data Stream Classification) CovPokElec Uploaded 12-04-2014 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.

20 Evaluation measures

Area under ROC curve
0.9212
Per class
Confusion matrix
F measure
0.7854
Per class
Kappa
0.6382
KB relative information score
1191562.4879
Mean absolute error
0.0524
Mean prior absolute error
0.18
Number of instances
1455525
Per class
Precision
0.7883
Per class
Predictive accuracy
0.789
Prior entropy
3.3219
Ram hours
0.0081
Recall
0.789
Per class
Relative absolute error
0.2911
Root mean prior squared error
0.3
Root mean squared error
0.1666
Root relative squared error
0.5553
Run CPU time
30679.99