Run
3455

Run 3455

Task 2186 (Supervised Data Stream Classification) mfeat-morphological Uploaded 30-04-2014 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
0.9826
Per class
Confusion matrix
F measure
0.7971
Per class
Kappa
0.7772
KB relative information score
1634.0937
Mean absolute error
0.0487
Mean prior absolute error
0.18
Number of instances
2000
Per class
Precision
0.8366
Per class
Predictive accuracy
0.7995
Prior entropy
3.3219
Ram hours
0
Recall
0.7995
Per class
Relative absolute error
0.2707
Root mean prior squared error
0.3
Root mean squared error
0.1652
Root relative squared error
0.5505
Run CPU time
6.44