Run
3467

Run 3467

Task 2184 (Supervised Data Stream Classification) mfeat-karhunen 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
0.9897
Per class
Confusion matrix
F measure
0.883
Per class
Kappa
0.8694
KB relative information score
1771.6323
Mean absolute error
0.0306
Mean prior absolute error
0.18
Number of instances
2000
Per class
Precision
0.8901
Per class
Predictive accuracy
0.8825
Prior entropy
3.3219
Ram hours
0
Recall
0.8825
Per class
Relative absolute error
0.1699
Root mean prior squared error
0.3
Root mean squared error
0.1278
Root relative squared error
0.426
Run CPU time
39.04