# Emojify! Assignement - Test accuracy range not met with LSTM

**URL:** <https://community.deeplearning.ai/t/emojify-assignement-test-accuracy-range-not-met-with-lstm/72649>\
**Category:** Sequence Models\
**Tags:** coursera-platform\
**Created:** [December 7, 2021, 6:18am UTC](https://community.deeplearning.ai/t/emojify-assignement-test-accuracy-range-not-met-with-lstm/72649 "2021-12-07T06:18:18Z")\
**Posts on this page:** 2\
**Page:** 1

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**Author:** ![PraneshAnubhav](https://avatars.discourse-cdn.com/v4/letter/p/8e7dd6/32.png) [@PraneshAnubhav](https://community.deeplearning.ai/u/PraneshAnubhav)\
**Post date:** [December 7, 2021, 6:18am UTC](https://community.deeplearning.ai/t/emojify-assignement-test-accuracy-range-not-met-with-lstm/72649/1 "2021-12-07T06:18:18Z")

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Hello folks,

I have passed the week-2 assignment Emojify but my Emojify V2 model (LSTM in keras) test accuracy was not in range 80% - 95% as mentioned in notebook. I’m getting 100% accuracy on training set. I tried to play with dropout rate to reduce overfitting but 65% test accuracy was the best I could achieve. Am I doing something wrong?

Thanks,  
Pranesh

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**Author:** ![TMosh](https://sea1.discourse-cdn.com/dlai/user_avatar/community.deeplearning.ai/tmosh/32/9321_2.png) [@TMosh](https://community.deeplearning.ai/u/TMosh)\
**Post date:** [April 21, 2022, 3:46am UTC](https://community.deeplearning.ai/t/emojify-assignement-test-accuracy-range-not-met-with-lstm/72649/2 "2022-04-21T03:46:51Z")

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