DEVELOPMENT... OpenML
Run
155053

Run 155053

Task 177 (Supervised Data Stream Classification) BNG(heart-h,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
0.8072
Per class
Confusion matrix
F measure
0.7778
Per class
Kappa
0.5347
KB relative information score
705468.8489
Mean absolute error
0.1291
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.7827
Per class
Predictive accuracy
0.7772
Prior entropy
2.3219
Recall
0.7772
Per class
Relative absolute error
0.4035
Root mean prior squared error
0.4
Root mean squared error
0.2541
Root relative squared error
0.6353