Run
57300

Run 57300

Task 7278 (Supervised Data Stream Classification) BNG(spect_test) 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
0.7637
Per class
Confusion matrix
F measure
0.8771
Per class
Kappa
0.0265
KB relative information score
740031.7218
Mean absolute error
0.1408
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8665
Per class
Predictive accuracy
0.9137
Prior entropy
1
Recall
0.9137
Per class
Relative absolute error
0.2817
Root mean prior squared error
0.5
Root mean squared error
0.2678
Root relative squared error
0.5355