DEVELOPMENT... OpenML
Run
155040

Run 155040

Task 169 (Supervised Data Stream Classification) BNG(dermatology,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
0.7911
Per class
Confusion matrix
F measure
0.3387
Per class
Kappa
0.3219
KB relative information score
399659.7602
Mean absolute error
0.2081
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.2823
Per class
Predictive accuracy
0.4902
Prior entropy
2.585
Recall
0.4902
Per class
Relative absolute error
0.749
Root mean prior squared error
0.3727
Root mean squared error
0.3226
Root relative squared error
0.8656