Run
1242

Run 1242

Task 192 (Supervised Data Stream Classification) LED(50000) Uploaded 11-04-2014 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
0.9171
Per class
Confusion matrix
F measure
0.6399
Per class
Kappa
0.6025
KB relative information score
497531.6119
Mean absolute error
0.1283
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.639
Per class
Predictive accuracy
0.6422
Prior entropy
3.3219
Ram hours
0.002
Recall
0.6422
Per class
Relative absolute error
0.7129
Root mean prior squared error
0.3
Root mean squared error
0.2398
Root relative squared error
0.7992
Run CPU time
12380.22