{"action":"opened","issue":{"url":"https://api.github.com/repos/amirsaffari/online-random-forests/issues/4","repository_url":"https://api.github.com/repos/amirsaffari/online-random-forests","labels_url":"https://api.github.com/repos/amirsaffari/online-random-forests/issues/4/labels{/name}","comments_url":"https://api.github.com/repos/amirsaffari/online-random-forests/issues/4/comments","events_url":"https://api.github.com/repos/amirsaffari/online-random-forests/issues/4/events","html_url":"https://github.com/amirsaffari/online-random-forests/issues/4","id":162026116,"number":4,"title":"Saving a model for use later","user":{"login":"dberma15","id":10905096,"avatar_url":"https://avatars.githubusercontent.com/u/10905096?v=3","gravatar_id":"","url":"https://api.github.com/users/dberma15","html_url":"https://github.com/dberma15","followers_url":"https://api.github.com/users/dberma15/followers","following_url":"https://api.github.com/users/dberma15/following{/other_user}","gists_url":"https://api.github.com/users/dberma15/gists{/gist_id}","starred_url":"https://api.github.com/users/dberma15/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/dberma15/subscriptions","organizations_url":"https://api.github.com/users/dberma15/orgs","repos_url":"https://api.github.com/users/dberma15/repos","events_url":"https://api.github.com/users/dberma15/events{/privacy}","received_events_url":"https://api.github.com/users/dberma15/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"milestone":null,"comments":0,"created_at":"2016-06-23T21:21:16Z","updated_at":"2016-06-23T21:21:16Z","closed_at":null,"body":"Hi,\r\n\r\nIs there a way to save a model and then test it on another set of data for a later use? \r\nSo the steps I'd like to take are:\r\n1) Train the model on the training data\r\n2) Test the model on the test set\r\n3) save the current position of the Random Forest\r\n4) Load that Random Forest\r\n5) Test it again on a different test set\r\n\r\nOr is there a way to test it on two test sets stored in two different files and get the metrics for each separately?"}}
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