1. Home
  2. TMDE
  3. TMDE Forecast

as 07-04-2025 12:37pm EST

$
-
.
-
-
-
$
-
.
-
-
-
-
.
-
-
%

Stocks

Energy

Oil Refining/Marketing

Nasdaq

TMD Energy Ltd is engaged in marine fuel bunkering services specializing in the supply and marketing of marine gas oil and marine fuel oil (including high sulfur fuel oil, low sulfur fuel oil and very low sulfur fuel oil), to ships and vessels at sea. It is also involved in the provision of ship management services for in-house and external vessels, as well as vessel chartering. It is currently operating with a fleet of nearly 15 bunkering vessels ranging from 540 dwt to 7,820 dwt, of which nearly nine (9) are double bottom and double hull vessels with an average cargo-carrying capacity of approximately 4,200 dwt each.

More About Our TMDE ML Model...

What kind of parameters do you use to train TMDE stocks ML model?

To train our stocks TMDE ML model, we use historical data with over 25 parameters, including volume indicators, volatility indicators, momentum indicators, trend indicators, and other metrics.

How often do you update TMDE ML model?

We update our ML model either weekly or biweekly, depending on the market capitalization of the stocks, using TensorFlow, typically over the weekend.

Why is the accuracy of your TMDE model low?

Unfortunately, our current data provider offers limited historical data, which impacts the accuracy of our ML model. However, as we continue to gather more data over time and add more indicators, we expect the accuracy of our model to improve.

How can I provide and share more data with you to increase your ML model accuracy?

We would greatly appreciate your contribution. Please send an email to [email protected]

Do you offer an ML model for shorter time periods, such as 5 minutes or 15 minutes?

Yes, we offer it for strategy purposes only, with intervals: 1 minute, 2 minutes, 5 minutes, 15 minutes, and 30 minutes etc.

Can I rely on your ML model to make financial decisions regarding buying or selling stocks, or is it only intended for learning purposes?

Our ML model is primarily designed for educational purposes and is not intended to provide financial advice. We strongly recommend consulting with a financial advisor before making any buying or selling decisions.

Share on Social Networks: