Run
183612

Run 183612

Task 160 (Supervised Data Stream Classification) BNG(mushroom) Uploaded 25-02-2015 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_Perceptron(1)Moa implementation of LeveragingBag
moa.LeveragingBag_Perceptron(1)_lmoa.classifiers.functions.Perceptron
moa.LeveragingBag_Perceptron(1)_s10
moa.LeveragingBag_Perceptron(1)_w6.0
moa.LeveragingBag_Perceptron(1)_a0.002
moa.LeveragingBag_Perceptron(1)_ofalse
moa.LeveragingBag_Perceptron(1)_mLeveragingBag
moa.LeveragingBag_Perceptron(1)_r1
moa.Perceptron(2)_l1.0
moa.Perceptron(2)_r1

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.

18 Evaluation measures

Area under ROC curve
0.8295
Per class
Confusion matrix
F measure
0.8455
Per class
Kappa
0.691
KB relative information score
471773.6827
Mean absolute error
0.2862
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8465
Per class
Predictive accuracy
0.8454
Prior entropy
1
Recall
0.8454
Per class
Relative absolute error
0.5723
Root mean prior squared error
0.5
Root mean squared error
0.3865
Root relative squared error
0.773