Run
155471

Run 155471

Task 127 (Supervised Data Stream Classification) BNG(breast-cancer,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
0.669
Per class
Confusion matrix
F measure
0.7246
Per class
Kappa
0.3114
KB relative information score
502550.6886
Mean absolute error
0.2488
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7383
Per class
Predictive accuracy
0.7532
Prior entropy
1
Recall
0.7532
Per class
Relative absolute error
0.4976
Root mean prior squared error
0.5
Root mean squared error
0.4867
Root relative squared error
0.9734