Run
4325

Run 4325

Task 2221 (Supervised Data Stream Classification) vehicle 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
0.8575
Per class
Confusion matrix
F measure
0.6105
Per class
Kappa
0.5009
KB relative information score
410.3755
Mean absolute error
0.2314
Mean prior absolute error
0.375
Number of instances
846
Per class
Precision
0.6075
Per class
Predictive accuracy
0.6253
Prior entropy
2
Recall
0.6253
Per class
Relative absolute error
0.6171
Root mean prior squared error
0.433
Root mean squared error
0.3427
Root relative squared error
0.7915
Run CPU time
3.07