Run
1830907

Run 1830907

Task 160 (Supervised Data Stream Classification) BNG(mushroom) Uploaded 05-10-2016 by Jan van Rijn
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Flow

moa.RuleClassifier(3)Moa implementation of RuleClassifier
moa.RuleClassifier(3)_p0.1
moa.RuleClassifier(3)_c1.0E-6
moa.RuleClassifier(3)_t0.05
moa.RuleClassifier(3)_o0.99
moa.RuleClassifier(3)_k0.1
moa.RuleClassifier(3)_i15
moa.RuleClassifier(3)_g200
moa.RuleClassifier(3)_zfirstHit
moa.RuleClassifier(3)_rfalse
moa.RuleClassifier(3)_ufalse
moa.RuleClassifier(3)_nfalse
moa.RuleClassifier(3)_mfalse

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
0.9448
Per class
Confusion matrix
F measure
0.8874
Per class
Kappa
0.7744
KB relative information score
667191.3131
Mean absolute error
0.1755
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8888
Per class
Predictive accuracy
0.8876
Prior entropy
1
Recall
0.8876
Per class
Relative absolute error
0.351
Root mean prior squared error
0.5
Root mean squared error
0.2912
Root relative squared error
0.5824