Run
527704

Run 527704

Task 189 (Supervised Data Stream Classification) covertype 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
0.9148
Per class
Confusion matrix
F measure
0.7776
Per class
Kappa
0.6455
KB relative information score
446638.5084
Mean absolute error
0.0794
Mean prior absolute error
0.2449
Number of instances
581012
Per class
Precision
0.7806
Per class
Predictive accuracy
0.7762
Prior entropy
2.8074
Recall
0.7762
Per class
Relative absolute error
0.3241
Root mean prior squared error
0.3499
Root mean squared error
0.2127
Root relative squared error
0.6077