mlandry22
commented
5 years ago | C1 | Count in train (desc) | Mean target | Sum target | Count in test |
|---|---|---|---|---|
| 1.0 | 316791 | 0.024230 | 7676 | 269951.0 |
| 2.0 | 105071 | 0.030284 | 3182 | 92449.0 |
| 3.0 | 51315 | 0.035876 | 1841 | 45254.0 |
| 4.0 | 28845 | 0.040596 | 1171 | 24949.0 |
| 5.0 | 17922 | 0.054179 | 971 | 14929.0 |
| 6.0 | 10567 | 0.053658 | 567 | 9207.0 |
| 7.0 | 7263 | 0.058240 | 423 | 5721.0 |
| 8.0 | 5072 | 0.066246 | 336 | 3996.0 |
| 9.0 | 3612 | 0.080011 | 289 | 2771.0 |
| 10.0 | 2904 | 0.091942 | 267 | 1969.0 |
C1 is part of the interaction with V257 within the top feature of the first DAI model with bigger features. All of the C values have a strange pattern. They're also very correlated. Understand how to use these and account for the odd trends in this graph.