Run
1255

Run 1255

Task 199 (Supervised Data Stream Classification) SEA(50) Uploaded 12-04-2014 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
0.8826
Per class
Confusion matrix
F measure
0.8682
Per class
Kappa
0.7205
KB relative information score
590710.9878
Mean absolute error
0.2209
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8683
Per class
Predictive accuracy
0.869
Prior entropy
1
Ram hours
0.0002
Recall
0.869
Per class
Relative absolute error
0.4419
Root mean prior squared error
0.5
Root mean squared error
0.3393
Root relative squared error
0.6786
Run CPU time
1987.54