DEVELOPMENT... OpenML
Run
1058

Run 1058

Task 177 (Supervised Data Stream Classification) BNG(heart-h,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
0.9178
Per class
Confusion matrix
F measure
0.8405
Per class
Kappa
0.6567
KB relative information score
798139.691
Mean absolute error
0.0896
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8412
Per class
Predictive accuracy
0.8458
Prior entropy
2.3219
Ram hours
0
Recall
0.8458
Per class
Relative absolute error
0.2799
Root mean prior squared error
0.4
Root mean squared error
0.2103
Root relative squared error
0.5257
Run CPU time
293.84