Run
2376

Run 2376

Task 177 (Supervised Data Stream Classification) BNG(heart-h,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
0.4931
Per class
KB relative information score
584236.7541
Mean absolute error
0.1461
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.4031
Per class
Predictive accuracy
0.6349
Prior entropy
2.3219
Ram hours
0
Recall
0.6349
Per class
Relative absolute error
0.4564
Root mean prior squared error
0.4
Root mean squared error
0.3822
Root relative squared error
0.9554
Run CPU time
7.99