Run
2721

Run 2721

Task 2128 (Supervised Data Stream Classification) BNG(anneal.ORIG) Uploaded 28-04-2014 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
0.8612
Per class
Confusion matrix
F measure
0.7794
Per class
Kappa
0.4189
KB relative information score
796106.5833
Mean absolute error
0.0758
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.7887
Per class
Predictive accuracy
0.8057
Prior entropy
2.585
Ram hours
0.0009
Recall
0.8057
Per class
Relative absolute error
0.2727
Root mean prior squared error
0.3727
Root mean squared error
0.2112
Root relative squared error
0.5667
Run CPU time
4754.8166