# Same 4 boats in train and test **URL:** \ **Category:** N+1 Fish, N+2 Fish\ **Created:** [September 9, 2017, 1:50pm UTC](https://community.drivendata.org/t/same-4-boats-in-train-and-test/1425 "2017-09-09T13:50:18Z")\ **Posts on this page:** 3\ **Page:** 1
**Author:** ![lopuhin](https://yyz2.discourse-cdn.com/flex028/user_avatar/community.drivendata.org/lopuhin/32/532_2.png) [@lopuhin](https://community.drivendata.org/u/lopuhin)\ **Post date:** [September 9, 2017, 1:50pm UTC](https://community.drivendata.org/t/same-4-boats-in-train-and-test/1425/1 "2017-09-09T13:50:18Z")
Hey, looks like there are just 4 different boast, with the same boats in train and test sets. Will there be an additional test set with different boats, or we should just overfit to the 4 boats we have? ---
**Author:** ![bull](https://yyz2.discourse-cdn.com/flex028/user_avatar/community.drivendata.org/bull/32/8_2.png) [@bull](https://community.drivendata.org/u/bull)\ **Post date:** [September 9, 2017, 4:52pm UTC](https://community.drivendata.org/t/same-4-boats-in-train-and-test/1425/2 "2017-09-09T16:52:24Z")
Hi @lopuhin, the goal of the challenge is to create models which will be useful in new contexts beyond the data available currently. As always, best practices are encouraged to ensure a model will generalize, and assumptions should be documented for the organizations who will use the models. There will not be a release of additional data during the competition. Thanks, and have fun! ---
**Author:** ![wolhow123](https://avatars.discourse-cdn.com/v4/letter/w/c2a13f/32.png) [@wolhow123](https://community.drivendata.org/u/wolhow123)\ **Post date:** [October 14, 2017, 8:40am UTC](https://community.drivendata.org/t/same-4-boats-in-train-and-test/1425/3 "2017-10-14T08:40:56Z")
High score can be achieved by sticking to these boats (e.g. By classifiying each boat). Will that solution be rejected on evaluation step?