Run
195931

Run 195931

Task 6704 (Supervised Data Stream Classification) BNG(solar-flare) Uploaded 26-02-2015 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
0.934
Per class
Confusion matrix
F measure
0.6931
Per class
Kappa
0.6268
KB relative information score
674603.3972
Mean absolute error
0.1161
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.7195
Per class
Predictive accuracy
0.7117
Prior entropy
2.585
Recall
0.7117
Per class
Relative absolute error
0.4178
Root mean prior squared error
0.3727
Root mean squared error
0.2565
Root relative squared error
0.6884