Run
179179

Run 179179

Task 2154 (Supervised Data Stream Classification) BNG(credit-a) Uploaded 24-02-2015 by Jan van Rijn
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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
0.6455
Per class
Confusion matrix
F measure
0.5093
Per class
Kappa
0.1065
KB relative information score
177373.5418
Mean absolute error
0.412
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.6344
Per class
Predictive accuracy
0.5923
Prior entropy
1
Recall
0.5923
Per class
Relative absolute error
0.8239
Root mean prior squared error
0.5
Root mean squared error
0.5606
Root relative squared error
1.1213