Run
5291

Run 5291

Task 2180 (Supervised Data Stream Classification) mfeat-factors Uploaded 01-05-2014 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
0.991
Per class
Confusion matrix
F measure
0.9056
Per class
Kappa
0.895
KB relative information score
1831.0493
Mean absolute error
0.022
Mean prior absolute error
0.18
Number of instances
2000
Per class
Precision
0.9097
Per class
Predictive accuracy
0.9055
Prior entropy
3.3219
Ram hours
0.0001
Recall
0.9055
Per class
Relative absolute error
0.122
Root mean prior squared error
0.3
Root mean squared error
0.1115
Root relative squared error
0.3717
Run CPU time
120.0806