GET THE POWER TO PREDICT
SEE THE FUTURE TRENDS
Imagine what predictions like this could do for your business!
DON'T COMPROMISE - GAIN THE MOST ACCURATE PREDICTIONS POSSIBLE
Before you could only choose between two methods to produce time series predictions, classical algorithms and deep learning. These functions used a small amount of data to generate predictions making their forecasts inaccurate. We combine the two methods for more precise predictions.
The second method, relying on “deep learning” algorithms, focused on very large datasets (millions or billions of data points) but created more accurate predictions. While both methods have merit, we believe that using just one produces dangerously incomplete predictions. Since business datasets tend to be small but managers require laser accuracy, we integrate both methodologies; our Ensemble system draws predictions from two servers: one running classical algorithms and one with deep learning.
Just as we often seek a “second opinion” in matters of great importance to us, our Ensemble system synchronizes two “opinions” for the most accurate prediction. In this way, it predicts more precisely than the classical algorithms and requires less data than the deep learning systems. It’s the best of both worlds.
COMING SOON: THE FUTURE OF PREDICTIONS
Dyntell’s researchers are currently working to create an even more accurate prediction model built on new architecture. This adds correlation benefits to the ensemble process.
Through this process, we find that seemingly uncorrelated items can help make accurate predictions. You might not know why the dollar/yen exchange rate pattern appears in your sales data, or why your sales correlate with the country’s average daily temperature. But these similarities can help increase Dyntell Bi’s prediction capabilities–and give you greater insight into your future.
Want to learn more? Contact us here to see how you can harness the power of prediction for your business.