Run
3226

Run 3226

Task 2164 (Supervised Data Stream Classification) BNG(vehicle) Uploaded 30-04-2014 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
0.8136
Per class
Confusion matrix
F measure
0.5596
Per class
Kappa
0.4235
KB relative information score
405982.3314
Mean absolute error
0.2625
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.5559
Per class
Predictive accuracy
0.5675
Prior entropy
2
Ram hours
0.0011
Recall
0.5675
Per class
Relative absolute error
0.6999
Root mean prior squared error
0.433
Root mean squared error
0.3694
Root relative squared error
0.8532
Run CPU time
7329.7937