Run
1370

Run 1370

Task 126 (Supervised Data Stream Classification) BNG(lymph,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
0.9525
Per class
Confusion matrix
F measure
0.8554
Per class
Kappa
0.7388
KB relative information score
776740.2347
Mean absolute error
0.1115
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.8683
Per class
Predictive accuracy
0.8654
Prior entropy
2
Ram hours
0.001
Recall
0.8654
Per class
Relative absolute error
0.2974
Root mean prior squared error
0.433
Root mean squared error
0.2247
Root relative squared error
0.519
Run CPU time
6864.12