Run
228601

Run 228601

Task 2165 (Supervised Data Stream Classification) BNG(hepatitis) Uploaded 01-03-2015 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
0.4997
Per class
Confusion matrix
F measure
0.7003
Per class
Kappa
-0
KB relative information score
582834.4238
Mean absolute error
0.2088
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.6652
Per class
Predictive accuracy
0.7921
Prior entropy
1
Recall
0.7921
Per class
Relative absolute error
0.4176
Root mean prior squared error
0.5
Root mean squared error
0.4554
Root relative squared error
0.9107