Run
2847

Run 2847

Task 2127 (Supervised Data Stream Classification) BNG(anneal) Uploaded 28-04-2014 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
0.9459
Per class
Confusion matrix
F measure
0.8724
Per class
Kappa
0.6852
KB relative information score
883054.5183
Mean absolute error
0.0422
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.8861
Per class
Predictive accuracy
0.892
Prior entropy
2.585
Ram hours
0.0022
Recall
0.892
Per class
Relative absolute error
0.1518
Root mean prior squared error
0.3727
Root mean squared error
0.1607
Root relative squared error
0.4311
Run CPU time
10877.11