DEVELOPMENT... OpenML
Run
155039

Run 155039

Task 171 (Supervised Data Stream Classification) BNG(sick,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
0.7756
Per class
Confusion matrix
F measure
0.9091
Per class
KB relative information score
808861.3526
Mean absolute error
0.1057
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8813
Per class
Predictive accuracy
0.9388
Prior entropy
1
Recall
0.9388
Per class
Relative absolute error
0.2115
Root mean prior squared error
0.5
Root mean squared error
0.2302
Root relative squared error
0.4605