Run
221345

Run 221345

Task 2056 (Supervised Data Stream Classification) electricity 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
0.8432
Per class
Confusion matrix
F measure
0.7932
Per class
Kappa
0.5753
KB relative information score
22901.4104
Mean absolute error
0.2578
Mean prior absolute error
0.5
Number of instances
45312
Per class
Precision
0.7932
Per class
Predictive accuracy
0.7941
Prior entropy
1
Recall
0.7941
Per class
Relative absolute error
0.5157
Root mean prior squared error
0.5
Root mean squared error
0.3976
Root relative squared error
0.7952