Run
179172

Run 179172

Task 2132 (Supervised Data Stream Classification) BNG(lymph) Uploaded 24-02-2015 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.LeveragingBag_RuleClassifier(1)Moa implementation of LeveragingBag
moa.RuleClassifier(1)_c1.0E-6
moa.RuleClassifier(1)_g200
moa.RuleClassifier(1)_i15
moa.RuleClassifier(1)_k0.1
moa.RuleClassifier(1)_o0.99
moa.RuleClassifier(1)_p0.1
moa.RuleClassifier(1)_rfalse
moa.RuleClassifier(1)_t0.05
moa.RuleClassifier(1)_ufalse
moa.RuleClassifier(1)_zfirstHit
moa.LeveragingBag_RuleClassifier(1)_lmoa.classifiers.rules.RuleClassifier
moa.LeveragingBag_RuleClassifier(1)_s10
moa.LeveragingBag_RuleClassifier(1)_w6.0
moa.LeveragingBag_RuleClassifier(1)_a0.002
moa.LeveragingBag_RuleClassifier(1)_ofalse
moa.LeveragingBag_RuleClassifier(1)_mLeveragingBag
moa.LeveragingBag_RuleClassifier(1)_r1

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
0.8722
Per class
Confusion matrix
F measure
0.749
Per class
Kappa
0.539
KB relative information score
603289.5013
Mean absolute error
0.1925
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.7717
Per class
Predictive accuracy
0.756
Prior entropy
2
Recall
0.756
Per class
Relative absolute error
0.5134
Root mean prior squared error
0.433
Root mean squared error
0.2913
Root relative squared error
0.6728