Run
155035

Run 155035

Task 166 (Supervised Data Stream Classification) BNG(credit-g,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
0.7064
Per class
Confusion matrix
F measure
0.576
Per class
Kappa
0.0001
KB relative information score
285833.2512
Mean absolute error
0.3687
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.6366
Per class
Predictive accuracy
0.6996
Prior entropy
1
Recall
0.6996
Per class
Relative absolute error
0.7375
Root mean prior squared error
0.5
Root mean squared error
0.4294
Root relative squared error
0.8588