Run
1388

Run 1388

Task 198 (Supervised Data Stream Classification) RandomRBF_50_1E-4 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
0.9773
Per class
Confusion matrix
F measure
0.8935
Per class
Kappa
0.8625
KB relative information score
865101.2136
Mean absolute error
0.0534
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8944
Per class
Predictive accuracy
0.8937
Prior entropy
2.3219
Ram hours
0.0006
Recall
0.8937
Per class
Relative absolute error
0.1669
Root mean prior squared error
0.4
Root mean squared error
0.1755
Root relative squared error
0.4387
Run CPU time
4344.73