Run
2543

Run 2543

Task 123 (Supervised Data Stream Classification) BNG(labor,nominal,1000000) Uploaded 25-04-2014 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
0.9227
Per class
Confusion matrix
F measure
0.8606
Per class
Kappa
0.6909
KB relative information score
629619.1024
Mean absolute error
0.1967
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8642
Per class
Predictive accuracy
0.8638
Prior entropy
1
Ram hours
0
Recall
0.8638
Per class
Relative absolute error
0.3935
Root mean prior squared error
0.5
Root mean squared error
0.3158
Root relative squared error
0.6317
Run CPU time
79.49