Run
5129

Run 5129

Task 2211 (Supervised Data Stream Classification) spambase 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
0.9979
Per class
Confusion matrix
F measure
0.9618
Per class
Kappa
0.9208
KB relative information score
4166.1861
Mean absolute error
0.0488
Mean prior absolute error
0.5
Number of instances
4601
Per class
Precision
0.9649
Per class
Predictive accuracy
0.9615
Prior entropy
1
Ram hours
0
Recall
0.9615
Per class
Relative absolute error
0.0976
Root mean prior squared error
0.5
Root mean squared error
0.1637
Root relative squared error
0.3275
Run CPU time
61.43