Run
1832363

Run 1832363

Task 2154 (Supervised Data Stream Classification) BNG(credit-a) Uploaded 07-10-2016 by Jan van Rijn
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Flow

moa.DecisionStump(2)Moa implementation of DecisionStump
moa.DecisionStump(2)_g1000
moa.DecisionStump(2)_bfalse
moa.DecisionStump(2)_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
0.8537
Per class
Confusion matrix
F measure
0.8487
Per class
Kappa
0.6976
KB relative information score
542984.3931
Mean absolute error
0.2487
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8573
Per class
Predictive accuracy
0.8483
Prior entropy
1
Recall
0.8483
Per class
Relative absolute error
0.4975
Root mean prior squared error
0.5
Root mean squared error
0.3527
Root relative squared error
0.7053