Run
3617

Run 3617

Task 2198 (Supervised Data Stream Classification) page-blocks 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
0.9477
Per class
Confusion matrix
F measure
0.9335
Per class
Kappa
0.6261
KB relative information score
5100.7272
Mean absolute error
0.0272
Mean prior absolute error
0.32
Number of instances
5473
Per class
Precision
0.9346
Per class
Predictive accuracy
0.9412
Prior entropy
2.3219
Ram hours
0
Recall
0.9412
Per class
Relative absolute error
0.0849
Root mean prior squared error
0.4
Root mean squared error
0.1292
Root relative squared error
0.3231
Run CPU time
28.46