Run
1112

Run 1112

Task 181 (Supervised Data Stream Classification) BNG(hepatitis,nominal,1000000) Uploaded 09-04-2014 by Jan van Rijn
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Flow

moa.kNN(1)Moa implementation of kNN
moa.kNN(1)_k10
moa.kNN(1)_nLinearNN
moa.kNN(1)_w1000

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
0.9317
Per class
Confusion matrix
F measure
0.8776
Per class
Kappa
0.6055
KB relative information score
704105.2881
Mean absolute error
0.1561
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.888
Per class
Predictive accuracy
0.8884
Prior entropy
1
Ram hours
0
Recall
0.8884
Per class
Relative absolute error
0.3121
Root mean prior squared error
0.5
Root mean squared error
0.2852
Root relative squared error
0.5703
Run CPU time
408.52