Run
1168

Run 1168

Task 172 (Supervised Data Stream Classification) BNG(sonar,nominal,1000000) Uploaded 10-04-2014 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
0.8847
Per class
Confusion matrix
F measure
0.7839
Per class
Kappa
0.5739
KB relative information score
399133.5793
Mean absolute error
0.3172
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8016
Per class
Predictive accuracy
0.7848
Prior entropy
1
Ram hours
0.0002
Recall
0.7848
Per class
Relative absolute error
0.6344
Root mean prior squared error
0.5
Root mean squared error
0.3847
Root relative squared error
0.7694
Run CPU time
1067.07