Run
1594

Run 1594

Task 175 (Supervised Data Stream Classification) BNG(spambase) 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
0.6395
Per class
Confusion matrix
F measure
0.5713
Per class
Kappa
0.1541
KB relative information score
167644.0619
Mean absolute error
0.424
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7099
Per class
Predictive accuracy
0.6533
Prior entropy
1
Ram hours
0
Recall
0.6533
Per class
Relative absolute error
0.8479
Root mean prior squared error
0.5
Root mean squared error
0.4603
Root relative squared error
0.9205
Run CPU time
47.33