Run
155491

Run 155491

Task 169 (Supervised Data Stream Classification) BNG(dermatology,nominal,1000000) 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
0.9931
Per class
Confusion matrix
F measure
0.9687
Per class
Kappa
0.9611
KB relative information score
963728.0774
Mean absolute error
0.0124
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.9685
Per class
Predictive accuracy
0.9689
Prior entropy
2.585
Recall
0.9689
Per class
Relative absolute error
0.0445
Root mean prior squared error
0.3727
Root mean squared error
0.0981
Root relative squared error
0.2631