Run
1830911

Run 1830911

Task 174 (Supervised Data Stream Classification) BNG(soybean) 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
0.8679
Per class
Confusion matrix
F measure
0.3527
Per class
Kappa
0.398
KB relative information score
498701.4351
Mean absolute error
0.067
Mean prior absolute error
0.0997
Number of instances
1000000
Per class
Precision
0.3661
Per class
Predictive accuracy
0.4629
Prior entropy
4.2479
Recall
0.4629
Per class
Relative absolute error
0.672
Root mean prior squared error
0.2233
Root mean squared error
0.1871
Root relative squared error
0.8378