DEVELOPMENT... OpenML
Run
155056

Run 155056

Task 186 (Supervised Data Stream Classification) BNG(waveform-5000,nominal,1000000) Uploaded 10-02-2015 by Jason
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Flow

moa.DecisionStump(1)Moa implementation of DecisionStump
moa.DecisionStump(1)_g1000
moa.DecisionStump(1)_bfalse
moa.DecisionStump(1)_cInfoGainSplitCriterion

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.

18 Evaluation measures

Area under ROC curve
0.674
Per class
Confusion matrix
F measure
0.3802
Per class
Kappa
0.2198
KB relative information score
183976.7911
Mean absolute error
0.3853
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.4934
Per class
Predictive accuracy
0.4779
Prior entropy
1.585
Recall
0.4779
Per class
Relative absolute error
0.8669
Root mean prior squared error
0.4714
Root mean squared error
0.439
Root relative squared error
0.9312