Training accuracy : 95% and Test accuracy : 35%

$30-250 CAD

Closed

Posted

almost 6 years ago

$30-250 CAD

Paid on delivery

Overfitting LSTM model task for Francisco

Machine Learning (ML)

Project ID: 17327727

About the project

7 proposals

Remote project

Active 6 yrs ago

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7 freelancers are bidding on average $151 CAD for this job

@fmaxgarcia

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$133 CAD in 3 days

5.0

(20 reviews)

6.5

@CROlakiluk

This looks like a typical overfitting problem. Did you try to reduce your model or to train on more data?

$100 CAD in 5 days

5.0

(2 reviews)

2.7

@psdhillon

I have been working as data scientist from last 4 years, had experienced this scenario on many instances during beginning phase of my career. It is just game play between bias variance. Let me know if I can be any help

$166 CAD in 2 days

5.0

(2 reviews)

2.2

@takram15

plz share the details of the data set. only then I will be able comment on the reasons of over fitting. use validation set to stop training if it decreas continuously. thanks and regards

$100 CAD in 5 days

4.7

(3 reviews)

2.0

@phalikishk

I can prevent the over-fitting problem by changing LSTM to Bi-LSTM or GRU if the data is not too big. Also data augmentation is the best idea Relevant Skills and Experience I am a data scientist in NLP and deep learning. I used LSTM for machine translation, sequence classification and time series. Proposed Milestones $255 CAD - As I don't know the problem (sequence classification... etc), I will determine the milestones after What's the data type and number of samples?

$255 CAD in 3 days