Run
4758

Run 4758

Task 2189 (Supervised Data Stream Classification) car Uploaded 30-04-2014 by Joaquin Vanschoren
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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
0.966
Per class
Confusion matrix
F measure
0.749
Per class
Kappa
0.4357
KB relative information score
1284.1019
Mean absolute error
0.1176
Mean prior absolute error
0.375
Number of instances
1728
Per class
Precision
0.7607
Per class
Predictive accuracy
0.7888
Prior entropy
2
Recall
0.7888
Per class
Relative absolute error
0.3137
Root mean prior squared error
0.433
Root mean squared error
0.2479
Root relative squared error
0.5725
Run CPU time
3.63