Run
4405

Run 4405

Task 2251 (Supervised Data Stream Classification) eucalyptus 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
0.7793
Per class
Confusion matrix
F measure
0.4762
Per class
Kappa
0.3288
KB relative information score
267.941
Mean absolute error
0.2382
Mean prior absolute error
0.32
Number of instances
736
Per class
Precision
0.5044
Per class
Predictive accuracy
0.4837
Prior entropy
2.3219
Recall
0.4837
Per class
Relative absolute error
0.7445
Root mean prior squared error
0.4
Root mean squared error
0.3585
Root relative squared error
0.8962
Run CPU time
2.82