{"id":49661,"date":"2024-04-15T22:59:02","date_gmt":"2024-04-15T22:59:02","guid":{"rendered":"https:\/\/exam.pscnotes.com\/mcq\/?p=49661"},"modified":"2024-04-15T22:59:02","modified_gmt":"2024-04-15T22:59:02","slug":"you-trained-a-binary-classifier-model-which-gives-very-high-accuracy-on-the-training-data-but-much-lower-accuracy-on-validation-data-which-is-false","status":"publish","type":"post","link":"https:\/\/exam.pscnotes.com\/mcq\/you-trained-a-binary-classifier-model-which-gives-very-high-accuracy-on-the-training-data-but-much-lower-accuracy-on-validation-data-which-is-false\/","title":{"rendered":"You trained a binary classifier model which gives very high accuracy on the training data, but much lower accuracy on validation data. Which is false."},"content":{"rendered":"
\r\n \r\n \r\n
\r\n
\r\n this is an instance of overfitting <\/div>\r\n
\r\n this is an instance of underfitting <\/div>\r\n
\r\n the training was not well regularized <\/div>\r\n
\r\n the training and testing examples are sampled from different distributions <\/div>\r\n \r\n \r\n