Run
186636

Run 186636

Task 2162 (Supervised Data Stream Classification) BNG(heart-c) 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
0.5011
Per class
Confusion matrix
F measure
0.3804
Per class
KB relative information score
477857.454
Mean absolute error
0.1834
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.2932
Per class
Predictive accuracy
0.5414
Prior entropy
2.3219
Recall
0.5414
Per class
Relative absolute error
0.5732
Root mean prior squared error
0.4
Root mean squared error
0.4283
Root relative squared error
1.0707