Run
1385

Run 1385

Task 130 (Supervised Data Stream Classification) BNG(bridges_version1,nominal,1000000) Uploaded 18-04-2014 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.916
Per class
Confusion matrix
F measure
0.6502
Per class
Kappa
0.558
KB relative information score
614572.1666
Mean absolute error
0.1332
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.6617
Per class
Predictive accuracy
0.69
Prior entropy
2.585
Ram hours
0.0006
Recall
0.69
Per class
Relative absolute error
0.4796
Root mean prior squared error
0.3727
Root mean squared error
0.2611
Root relative squared error
0.7005
Run CPU time
4127.44