DEVELOPMENT... OpenML
Run
155045

Run 155045

Task 175 (Supervised Data Stream Classification) BNG(spambase) 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
0.5202
Per class
Confusion matrix
F measure
0.4576
Per class
Kappa
0.0005
KB relative information score
72249.0671
Mean absolute error
0.4697
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7108
Per class
Predictive accuracy
0.6061
Prior entropy
1
Recall
0.6061
Per class
Relative absolute error
0.9395
Root mean prior squared error
0.5
Root mean squared error
0.4847
Root relative squared error
0.9694