Run
935

Run 935

Task 129 (Supervised Data Stream Classification) BNG(mfeat-karhunen,nominal,1000000) Uploaded 08-04-2014 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
0.9807
Per class
Confusion matrix
F measure
0.8113
Per class
Kappa
0.7928
KB relative information score
699200.2694
Mean absolute error
0.0856
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.8453
Per class
Predictive accuracy
0.8135
Prior entropy
3.3219
Ram hours
0.0118
Recall
0.8135
Per class
Relative absolute error
0.4757
Root mean prior squared error
0.3
Root mean squared error
0.1834
Root relative squared error
0.6113
Run CPU time
26060.11