What's Under the Hood?
11Ants Analytics uses our proprietary HyperLearn technology to automatically generate thousands of models which represent your data. HyperLearn represents a breakthrough, a supervisory layer which emulates a data mining expert, shielding the user from the complexity of deploying the most advanced pattern recognition techniques. Even advanced data mining experts like to use 11Ants Model Builder as it automates what has traditionally been a time consuming, tedious task.
The pattern recognition techniques are the same ones utilized in robotics, self-driving vehicles and advanced search engine technology. The algorithms deployed by 11Ants Analytics are known as machine learning algorithms. There are 11 base algorithms in 11Ants Model Builder contains the following 11 base machine learning algorithms:
- Decision Tree
- Gaussian Processes
- Logistic Regression
- Logit Boost
- Model Tree
- Naive Bayes
- Nearest Neighbour
- Partial Least Squares
- Random Forest
- Ridge Regression
- Support Vector Machines
Effective use of these algorithms has heretofore been restricted to highly skilled data mining practitioners, often with PhDs in Advanced Mathematics or Computer Science.
11Ants Model Builder is the first commercial software product which combines these techniques and makes them accessible to the non-expert. If you can use Excel, you can mine your data.
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