Run
1360

Run 1360

Task 180 (Supervised Data Stream Classification) BNG(vehicle,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
0.8367
Per class
Confusion matrix
F measure
0.5858
Per class
Kappa
0.4554
KB relative information score
427027.4144
Mean absolute error
0.2523
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.5864
Per class
Predictive accuracy
0.5912
Prior entropy
2
Ram hours
0.0008
Recall
0.5912
Per class
Relative absolute error
0.6729
Root mean prior squared error
0.433
Root mean squared error
0.3593
Root relative squared error
0.8298
Run CPU time
5508.45