Run
3748

Run 3748

Task 2222 (Supervised Data Stream Classification) hepatitis 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
0.8046
Per class
Confusion matrix
F measure
0.7703
Per class
Kappa
0.2403
KB relative information score
90.6504
Mean absolute error
0.2108
Mean prior absolute error
0.5
Number of instances
155
Per class
Precision
0.7676
Per class
Predictive accuracy
0.8
Prior entropy
1
Ram hours
0
Recall
0.8
Per class
Relative absolute error
0.4215
Root mean prior squared error
0.5
Root mean squared error
0.3707
Root relative squared error
0.7413
Run CPU time
0.1392