Run
527694

Run 527694

Task 174 (Supervised Data Stream Classification) BNG(soybean) Uploaded 24-02-2016 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

moa.RuleClassifierNBayes(1)Moa implementation of RuleClassifierNBayes
moa.RuleClassifierNBayes(1)_q0
moa.RuleClassifierNBayes(1)_p0.1
moa.RuleClassifierNBayes(1)_c1.0E-6
moa.RuleClassifierNBayes(1)_t0.05
moa.RuleClassifierNBayes(1)_o0.99
moa.RuleClassifierNBayes(1)_k0.1
moa.RuleClassifierNBayes(1)_i15
moa.RuleClassifierNBayes(1)_g200
moa.RuleClassifierNBayes(1)_zfirstHit
moa.RuleClassifierNBayes(1)_rfalse
moa.RuleClassifierNBayes(1)_ufalse

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
0.9893
Per class
Confusion matrix
F measure
0.8847
Per class
Kappa
0.8732
KB relative information score
878396.428
Mean absolute error
0.0216
Mean prior absolute error
0.0997
Number of instances
1000000
Per class
Precision
0.8921
Per class
Predictive accuracy
0.8841
Prior entropy
4.2479
Recall
0.8841
Per class
Relative absolute error
0.2166
Root mean prior squared error
0.2233
Root mean squared error
0.0956
Root relative squared error
0.4283