The Data Blog | ExactData - ExactData

The Dark Secret at the Heart of AI

11/29/2019

Most scientists agree that no one really knows how the most advanced algorithms do what they do, nor how well they are doing it. That could be a problem. Advances in synthetic data generation technologies can help. These algorithms generate data with a known ground truth, sufficient volumes and with statistically relevant true and false positives (TP, FP) and true and false negatives (TN, FN) for the nature of the test. AI algorithms can now be measured for precision, c, as the fraction of the predicted matches that are true positive matches, or c = TP/(TP + FP).

Sample Data Page Coming Soon!

11/15/2019

Coming soon to our website is our sample data page where users will be able to request and access some of our sample data to get a better feel of what we can do! We'll have different types of sample data available such as sample tax data, follow the money data, sample cyber security synthetic log files and more!

Sample files will come in the most appropriate file format per the data (for example, csv files for sample data of an SF86 form). Most data will have 10 rows of sample data for records and output for relevant fields, but sample output will be dictated on a case by case basis for what we believe is best suited for each sample data set.

If you have any questions or personal requests, please contact [email protected], we can't wait to provide a more in-depth understanding of what we can do!