Run
3684

Run 3684

Task 2227 (Supervised Data Stream Classification) iris 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
0.9734
Per class
Confusion matrix
F measure
0.8152
Per class
Kappa
0.73
KB relative information score
119.6889
Mean absolute error
0.1008
Mean prior absolute error
0.4444
Number of instances
150
Per class
Precision
0.8532
Per class
Predictive accuracy
0.82
Prior entropy
1.585
Ram hours
0
Recall
0.82
Per class
Relative absolute error
0.2268
Root mean prior squared error
0.4714
Root mean squared error
0.2595
Root relative squared error
0.5504
Run CPU time
0.0631