Reduce loss, incress accuracy in sequence! [Machine learning: Deep Learning: Keras: LSTM]

Closed Posted 5 years ago Paid on delivery
Closed Paid on delivery

This is a very simple problem, I'm looking for someone with experience with LSTM or any other algorithm (like it could be XGB / Random Forest) in order to improve the performance of a deep learning network.

Dataset: 520,000 records.

Attached to this project, you'll find the sample & training data + the script which is already created.

The main goal, is to know if the value will to know if the next value will be bigger than 20, or lower. Even the chances are good.

(1) You'll need to modify it to read from CSV instead, replacing "read_sql_query" for "read_csv"

(2) I've been trying only with one column, which is "value", and that's (included "[login to view URL]")

(3) I've also included a 2ND CSV file including "id" + "value" + "creacion" (included in "[login to view URL]")

Feel free to ask for any questions! Anyone who can increase the rate, specially, predict when the value will be lower than 20 is already good enough!

Machine Learning (ML) Python Software Architecture

Project ID: #17161598

About the project

14 proposals Remote project Active 5 years ago

14 freelancers are bidding on average $204 for this job

AItechnology

Experienced data scientist who has extensively used LSTM, CNN and other linear, decision tree based algorithms for a variety of projects. Going through the provided information I think that the stated goal can be accom More

$170 USD in 3 days
(56 Reviews)
6.6
hamzaisb

I am a professional ML/NLP Engineer in an IT company with 2+ years of Python, Machine learning and Natural Language processing, have experience working with many challenging problems and also with different tools and More

$250 USD in 3 days
(54 Reviews)
6.3
suyashdhoot

Hi I am a very experienced statistician and academic writer. I have completed several PhD level thesis projects involving advanced statistical analysis of data. I have worked with data from several companies and have d More

$500 USD in 3 days
(28 Reviews)
5.7
maysamk19

Hello, I have extensive experience in python and financial markets and would love to help you out on this project. I currently work part-time as a consultant for a long/short equity hedge fund part/time in Palo Al More

$155 USD in 3 days
(8 Reviews)
4.1
WaqasArshadChima

Since you have invited me to bid yourself, i guess we can discuss the details of the project on chat if you would like to.

$145 USD in 3 days
(8 Reviews)
3.8
MohamedDoba

I am an expert in Data science, I've done a lot of projects in Machine learning involving data preparation, data visualization, building classifiers and regression model using Python, R and Matlab contact me for furt More

$250 USD in 3 days
(9 Reviews)
4.0
abramjos

hey, I hope you are having a base script for the same. kindly share the same so that I can actually work on what has to be changed to increase the accuracy of your prediction in lstm.

$222 USD in 3 days
(2 Reviews)
2.8