Run
179151

Run 179151

Task 7375 (Supervised Data Stream Classification) BNG(autos,1000,5) Uploaded 24-02-2015 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
0.8581
Per class
Confusion matrix
F measure
0.6061
Per class
Kappa
0.4971
KB relative information score
542358.6111
Mean absolute error
0.148
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.6156
Per class
Predictive accuracy
0.6241
Prior entropy
2.8074
Recall
0.6241
Per class
Relative absolute error
0.6044
Root mean prior squared error
0.3499
Root mean squared error
0.2713
Root relative squared error
0.7754