Run
179266

Run 179266

Task 178 (Supervised Data Stream Classification) BNG(trains) 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
0.9338
Per class
Confusion matrix
F measure
0.8738
Per class
Kappa
0.7478
KB relative information score
735673.3287
Mean absolute error
0.1337
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8744
Per class
Predictive accuracy
0.8739
Prior entropy
1
Recall
0.8739
Per class
Relative absolute error
0.2673
Root mean prior squared error
0.5
Root mean squared error
0.3268
Root relative squared error
0.6535