Eureqa is a software tool for detecting equations and hidden mathematical relationships in your data. It uses a breakthrough machine learning technique called Symbolic Regression to unravel the intrinsic relationships in data and explain them as simple math. Using Symbolic Regression, the program can create incredibly accurate predictions that are easily explained and shared with others.
Features:
- Create highly accurate models that are easily understood and shared with others using Eureqa's patented Symbolic Regression algorithm.
- Simplify and prepare data for modeling with built-in data preparation tools.
- Easily assess the accuracy and complexity of multiple solutions with built-in model summarization and exploration tools.
- Connect Eureqa clients to your own dedicated servers or leverage Amazon EC2 for faster, more accurate results.
- Generate summary .pdf reports to share solutions and performance metrics with others.
- Over 40 mathematical building blocks, including arithmetic, trigonometric, and exponential functions.
- Analyze solution fit with 10+ error metrics, including absolute error, squared error, and r-squared fit.
- Scalable architecture supports single users through large enterprise environments.
Check how the prediction of the atomic model matches the experimental results.
Predict kinase-specific phosphorylation sites for 408 human PKs in hierarchy.
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