Run
1830934

Run 1830934

Task 2164 (Supervised Data Stream Classification) BNG(vehicle) Uploaded 06-10-2016 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
0.7376
Per class
Confusion matrix
F measure
0.4131
Per class
Kappa
0.252
KB relative information score
247668.1115
Mean absolute error
0.3095
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.463
Per class
Predictive accuracy
0.4416
Prior entropy
2
Recall
0.4416
Per class
Relative absolute error
0.8253
Root mean prior squared error
0.433
Root mean squared error
0.3956
Root relative squared error
0.9135