Run
5396

Run 5396

Task 2194 (Supervised Data Stream Classification) nursery Uploaded 01-05-2014 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
0.9901
Per class
Confusion matrix
F measure
0.9246
Per class
Kappa
0.8897
KB relative information score
9872.2758
Mean absolute error
0.1179
Mean prior absolute error
0.32
Number of instances
12960
Per class
Precision
0.9334
Per class
Predictive accuracy
0.925
Prior entropy
2.3219
Ram hours
0
Recall
0.925
Per class
Relative absolute error
0.3686
Root mean prior squared error
0.4
Root mean squared error
0.1933
Root relative squared error
0.4832
Run CPU time
47.8736