Run
4463

Run 4463

Task 2176 (Supervised Data Stream Classification) liver-disorders 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
0.6218
Per class
Confusion matrix
F measure
0.5699
Per class
Kappa
0.167
KB relative information score
31.7123
Mean absolute error
0.4581
Mean prior absolute error
0.5
Number of instances
345
Per class
Precision
0.6046
Per class
Predictive accuracy
0.571
Prior entropy
1
Recall
0.571
Per class
Relative absolute error
0.9163
Root mean prior squared error
0.5
Root mean squared error
0.5119
Root relative squared error
1.0239
Run CPU time
0.42