Run
3834

Run 3834

Task 2188 (Supervised Data Stream Classification) mfeat-pixel 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
0.9912
Per class
Confusion matrix
F measure
0.8981
Per class
Kappa
0.8861
KB relative information score
1804.4622
Mean absolute error
0.0264
Mean prior absolute error
0.18
Number of instances
2000
Per class
Precision
0.9044
Per class
Predictive accuracy
0.8975
Prior entropy
3.3219
Ram hours
0.0001
Recall
0.8975
Per class
Relative absolute error
0.1468
Root mean prior squared error
0.3
Root mean squared error
0.1192
Root relative squared error
0.3972
Run CPU time
139.4868