Run
1525

Run 1525

Task 166 (Supervised Data Stream Classification) BNG(credit-g,nominal,1000000) Uploaded 23-04-2014 by Jan van Rijn
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Flow

moa.RuleClassifier(1)Moa implementation of RuleClassifier
moa.RuleClassifier(1)_c1.0E-6
moa.RuleClassifier(1)_g200
moa.RuleClassifier(1)_i15
moa.RuleClassifier(1)_k0.1
moa.RuleClassifier(1)_o0.99
moa.RuleClassifier(1)_p0.1
moa.RuleClassifier(1)_rfalse
moa.RuleClassifier(1)_t0.05
moa.RuleClassifier(1)_ufalse
moa.RuleClassifier(1)_zfirstHit

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.

20 Evaluation measures

Area under ROC curve
0.7369
Per class
Confusion matrix
F measure
0.6836
Per class
Kappa
0.2151
KB relative information score
334382.1173
Mean absolute error
0.3462
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7009
Per class
Predictive accuracy
0.7254
Prior entropy
1
Ram hours
0
Recall
0.7254
Per class
Relative absolute error
0.6923
Root mean prior squared error
0.5
Root mean squared error
0.4225
Root relative squared error
0.8451
Run CPU time
60.94