Run
155038

Run 155038

Task 167 (Supervised Data Stream Classification) BNG(pendigits,nominal,1000000) Uploaded 10-02-2015 by Jan van Rijn
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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
0.7289
Per class
Confusion matrix
F measure
0.1381
Per class
Kappa
0.1578
KB relative information score
248747.6243
Mean absolute error
0.1609
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.1628
Per class
Predictive accuracy
0.244
Prior entropy
3.3219
Recall
0.244
Per class
Relative absolute error
0.8938
Root mean prior squared error
0.3
Root mean squared error
0.2836
Root relative squared error
0.9455