Run
155546

Run 155546

Task 2154 (Supervised Data Stream Classification) BNG(credit-a) Uploaded 11-02-2015 by Jan van Rijn
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Flow

moa.Perceptron(1)Moa implementation of Perceptron
moa.Perceptron(1)_l1.0
moa.Perceptron(1)_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
0.5243
Per class
Confusion matrix
F measure
0.4898
Per class
Kappa
0.0511
KB relative information score
130450.8328
Mean absolute error
0.4348
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.5557
Per class
Predictive accuracy
0.5642
Prior entropy
1
Recall
0.5642
Per class
Relative absolute error
0.8696
Root mean prior squared error
0.5
Root mean squared error
0.6571
Root relative squared error
1.3143