Run
57368

Run 57368

Task 7283 (Supervised Data Stream Classification) BNG(SPECT) Uploaded 13-11-2014 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.

18 Evaluation measures

Area under ROC curve
0.7962
Per class
Confusion matrix
F measure
0.7987
Per class
Kappa
0.366
KB relative information score
491669.2869
Mean absolute error
0.2679
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7937
Per class
Predictive accuracy
0.808
Prior entropy
1
Recall
0.808
Per class
Relative absolute error
0.5357
Root mean prior squared error
0.5
Root mean squared error
0.3664
Root relative squared error
0.7329