DEVELOPMENT... OpenML
Run
1088

Run 1088

Task 180 (Supervised Data Stream Classification) BNG(vehicle,nominal,1000000) Uploaded 09-04-2014 by Jason
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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
0.8365
Per class
Confusion matrix
F measure
0.5856
Per class
Kappa
0.4546
KB relative information score
426984.3125
Mean absolute error
0.2523
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.5859
Per class
Predictive accuracy
0.5906
Prior entropy
2
Ram hours
0
Recall
0.5906
Per class
Relative absolute error
0.6729
Root mean prior squared error
0.433
Root mean squared error
0.3594
Root relative squared error
0.8299
Run CPU time
353.57