Run
2105

Run 2105

Task 187 (Supervised Data Stream Classification) BNG(zoo,nominal,1000000) Uploaded 24-04-2014 by Jan van Rijn
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Flow

moa.Perceptron(1)Moa implementation of Perceptron
moa.Perceptron(1)_dfalse
moa.Perceptron(1)_l0.01
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.

20 Evaluation measures

Area under ROC curve
0.5
Per class
Confusion matrix
F measure
0.2249
Per class
KB relative information score
348381.2558
Mean absolute error
0.1725
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.157
Per class
Predictive accuracy
0.3962
Prior entropy
2.8074
Ram hours
0
Recall
0.3962
Per class
Relative absolute error
0.7044
Root mean prior squared error
0.3499
Root mean squared error
0.4153
Root relative squared error
1.1869
Run CPU time
8.93