Run
185689

Run 185689

Task 2128 (Supervised Data Stream Classification) BNG(anneal.ORIG) 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
0.492
Per class
Confusion matrix
F measure
0.6531
Per class
Kappa
0.001
KB relative information score
694925.8238
Mean absolute error
0.0999
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.6003
Per class
Predictive accuracy
0.7507
Prior entropy
2.585
Recall
0.7507
Per class
Relative absolute error
0.3595
Root mean prior squared error
0.3727
Root mean squared error
0.2775
Root relative squared error
0.7446