Run
186810

Run 186810

Task 7309 (Supervised Data Stream Classification) Agrawal1 Uploaded 25-02-2015 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
0.4996
Per class
Confusion matrix
F measure
0.5402
Per class
KB relative information score
37690.7493
Mean absolute error
0.4862
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.4516
Per class
Predictive accuracy
0.672
Prior entropy
1
Recall
0.672
Per class
Relative absolute error
0.9725
Root mean prior squared error
0.5
Root mean squared error
0.4884
Root relative squared error
0.9768