Run
155020

Run 155020

Task 125 (Supervised Data Stream Classification) BNG(autos,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
0.6996
Per class
Confusion matrix
F measure
0.3286
Per class
Kappa
0.213
KB relative information score
365423.716
Mean absolute error
0.1957
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.4169
Per class
Predictive accuracy
0.4462
Prior entropy
2.8074
Recall
0.4462
Per class
Relative absolute error
0.7991
Root mean prior squared error
0.3499
Root mean squared error
0.3128
Root relative squared error
0.8939