Run
1084

Run 1084

Task 167 (Supervised Data Stream Classification) BNG(pendigits,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
0.9776
Per class
Confusion matrix
F measure
0.813
Per class
Kappa
0.7949
KB relative information score
807778.2112
Mean absolute error
0.0512
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.8259
Per class
Predictive accuracy
0.8154
Prior entropy
3.3219
Ram hours
0
Recall
0.8154
Per class
Relative absolute error
0.2847
Root mean prior squared error
0.3
Root mean squared error
0.1592
Root relative squared error
0.5306
Run CPU time
345.72