Run
4622

Run 4622

Task 2195 (Supervised Data Stream Classification) colic 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
0.8395
Per class
Confusion matrix
F measure
0.7962
Per class
Kappa
0.5561
KB relative information score
165.6426
Mean absolute error
0.2896
Mean prior absolute error
0.5
Number of instances
368
Per class
Precision
0.8003
Per class
Predictive accuracy
0.8016
Prior entropy
1
Ram hours
0
Recall
0.8016
Per class
Relative absolute error
0.5791
Root mean prior squared error
0.5
Root mean squared error
0.3855
Root relative squared error
0.7711
Run CPU time
0.96