Run
155480

Run 155480

Task 158 (Supervised Data Stream Classification) BNG(mfeat-zernike,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
0.9215
Per class
Confusion matrix
F measure
0.7153
Per class
Kappa
0.6976
KB relative information score
722024.3907
Mean absolute error
0.0576
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.7121
Per class
Predictive accuracy
0.7278
Prior entropy
3.3219
Recall
0.7278
Per class
Relative absolute error
0.3201
Root mean prior squared error
0.3
Root mean squared error
0.2231
Root relative squared error
0.7437