Run
1381

Run 1381

Task 167 (Supervised Data Stream Classification) BNG(pendigits,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
0.9777
Per class
Confusion matrix
F measure
0.8137
Per class
Kappa
0.7956
KB relative information score
807838.6044
Mean absolute error
0.0512
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.8262
Per class
Predictive accuracy
0.8161
Prior entropy
3.3219
Ram hours
0.0008
Recall
0.8161
Per class
Relative absolute error
0.2847
Root mean prior squared error
0.3
Root mean squared error
0.1591
Root relative squared error
0.5304
Run CPU time
5161.76