Run
1126

Run 1126

Task 174 (Supervised Data Stream Classification) BNG(soybean) Uploaded 09-04-2014 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
0.9807
Per class
Confusion matrix
F measure
0.8141
Per class
Kappa
0.8033
KB relative information score
840269.0643
Mean absolute error
0.0278
Mean prior absolute error
0.0997
Number of instances
1000000
Per class
Precision
0.8493
Per class
Predictive accuracy
0.8222
Prior entropy
4.2479
Ram hours
0.0025
Recall
0.8222
Per class
Relative absolute error
0.2785
Root mean prior squared error
0.2233
Root mean squared error
0.1148
Root relative squared error
0.5141
Run CPU time
12918.72