Run
5424

Run 5424

Task 2182 (Supervised Data Stream Classification) mfeat-fourier 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
0.98
Per class
Confusion matrix
F measure
0.8156
Per class
Kappa
0.7911
KB relative information score
1626.7234
Mean absolute error
0.0505
Mean prior absolute error
0.18
Number of instances
2000
Per class
Precision
0.8522
Per class
Predictive accuracy
0.812
Prior entropy
3.3219
Ram hours
0
Recall
0.812
Per class
Relative absolute error
0.2803
Root mean prior squared error
0.3
Root mean squared error
0.1606
Root relative squared error
0.5354
Run CPU time
41.1191