Run
179185

Run 179185

Task 7377 (Supervised Data Stream Classification) BNG(autos,5000,1) 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
0.5051
Per class
Confusion matrix
F measure
0.0537
Per class
Kappa
0.0063
KB relative information score
116853.783
Mean absolute error
0.2406
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.1934
Per class
Predictive accuracy
0.0413
Prior entropy
2.8074
Recall
0.0413
Per class
Relative absolute error
0.9825
Root mean prior squared error
0.3499
Root mean squared error
0.3984
Root relative squared error
1.1386