Run
5182

Run 5182

Task 2178 (Supervised Data Stream Classification) lymph Uploaded 30-04-2014 by Joaquin Vanschoren
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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
0.8405
Per class
Confusion matrix
F measure
0.7389
Per class
Kappa
0.5244
KB relative information score
92.0101
Mean absolute error
0.179
Mean prior absolute error
0.375
Number of instances
148
Per class
Precision
0.7391
Per class
Predictive accuracy
0.75
Prior entropy
2
Recall
0.75
Per class
Relative absolute error
0.4773
Root mean prior squared error
0.433
Root mean squared error
0.3107
Root relative squared error
0.7175
Run CPU time
0.21