Run
208458

Run 208458

Task 7315 (Supervised Data Stream Classification) codrnaNorm Uploaded 27-02-2015 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
0.9839
Per class
Confusion matrix
F measure
0.9445
Per class
Kappa
0.875
KB relative information score
382824.554
Mean absolute error
0.121
Mean prior absolute error
0.5
Number of instances
488565
Per class
Precision
0.9444
Per class
Predictive accuracy
0.9445
Prior entropy
1
Recall
0.9445
Per class
Relative absolute error
0.2419
Root mean prior squared error
0.5
Root mean squared error
0.2146
Root relative squared error
0.4292