Table 1 Datasets used: the aim is to get datasets which resemble those used in contemporary cost sensitive prediction tasks and have corresponding external datasets
From: Quantifying decision making for data science: from data acquisition to modeling
Dataset | % Minority | Instances | Ext. Data Instances | Time stamps | Costs |
|---|---|---|---|---|---|
Pendigits | 8.3 | 13,821 | simulated | simulated | simulated |
Medicare | 12.9 | 611,785 | 853,360 | simulated | simulated |
Open city data | 33.2 | 250,000 | 77 | actual | actual |