Run
3497

Run 3497

Task 2206 (Supervised Data Stream Classification) ecoli 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
0.9631
Per class
Confusion matrix
F measure
0.7629
Per class
Kappa
0.69
KB relative information score
269.4145
Mean absolute error
0.0565
Mean prior absolute error
0.2188
Number of instances
336
Per class
Precision
0.8064
Per class
Predictive accuracy
0.7857
Prior entropy
3
Ram hours
0
Recall
0.7857
Per class
Relative absolute error
0.2583
Root mean prior squared error
0.3307
Root mean squared error
0.1888
Root relative squared error
0.5708
Run CPU time
0.29