Run
1134

Run 1134

Task 162 (Supervised Data Stream Classification) BNG(colic,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
0.9219
Per class
Confusion matrix
F measure
0.8556
Per class
Kappa
0.6884
KB relative information score
543185.5702
Mean absolute error
0.2459
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8557
Per class
Predictive accuracy
0.8567
Prior entropy
1
Ram hours
0
Recall
0.8567
Per class
Relative absolute error
0.4918
Root mean prior squared error
0.5
Root mean squared error
0.3292
Root relative squared error
0.6585
Run CPU time
490.84