Run
4205

Run 4205

Task 2197 (Supervised Data Stream Classification) credit-approval 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
0.9047
Per class
Confusion matrix
F measure
0.8381
Per class
Kappa
0.6766
KB relative information score
367.6446
Mean absolute error
0.248
Mean prior absolute error
0.5
Number of instances
690
Per class
Precision
0.8474
Per class
Predictive accuracy
0.8377
Prior entropy
1
Ram hours
0
Recall
0.8377
Per class
Relative absolute error
0.496
Root mean prior squared error
0.5
Root mean squared error
0.3548
Root relative squared error
0.7096
Run CPU time
1.461