Run
179330

Run 179330

Task 170 (Supervised Data Stream Classification) BNG(segment) 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
0.9394
Per class
Confusion matrix
F measure
0.7926
Per class
Kappa
0.7597
KB relative information score
754655.6179
Mean absolute error
0.0784
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.797
Per class
Predictive accuracy
0.794
Prior entropy
2.8074
Recall
0.794
Per class
Relative absolute error
0.32
Root mean prior squared error
0.3499
Root mean squared error
0.2148
Root relative squared error
0.614