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Table 3 Full datasets

From: Investigating the relationship between time and predictive model maintenance

Dataset

Year

Total instances

Fraud instances

Fraud %

Part B\(^{\text{a}}\)

2013

915,909

403

0.044

2014

950,000

285

0.030

2015

972,222

175

0.018

2016

990,000

99

0.010

Part D

2013

673,913

465

0.069

2014

700,000

329

0.047

2015

722,580

224

0.031

2016

750,000

135

0.018

DMEPOS

2013

293,636

323

0.110

2014

283,823

193

0.068

2015

290,243

119

0.041

2016

288,461

75

0.026

Combined

2013

254,444

229

0.090

2014

252,459

154

0.061

2015

257,142

90

0.035

2016

261,904

55

0.021

  1. \({}^{\text{a}}\) Part B alone is not used to train and test models in this paper