Run
1368

Run 1368

Task 187 (Supervised Data Stream Classification) BNG(zoo,nominal,1000000) Uploaded 18-04-2014 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
0.9927
Per class
Confusion matrix
F measure
0.9162
Per class
Kappa
0.8969
KB relative information score
904900.4445
Mean absolute error
0.0319
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.9182
Per class
Predictive accuracy
0.9216
Prior entropy
2.8074
Ram hours
0.0007
Recall
0.9216
Per class
Relative absolute error
0.1303
Root mean prior squared error
0.3499
Root mean squared error
0.1271
Root relative squared error
0.3633
Run CPU time
4773.87