The Indicium Platform
Features & Algorithms
The
Indicium
Platform comes with some of the most advanced and capable statistical
algorithms available today. Among these are Neural Networks,
Non-Linear Regression and Polynomial
Regression.Navigation
Neural Networks
Backpropagation Multi-Layer Perceptron Neural Networks are provided with Indicium. An easy user interface is provided with a set of options to regulate values, such as learning rate, momentum, neurons etc... The Neural Networks are perfect for regression problems, but may easily be fit for classsification tasks.
Polynomial Regression
Indicium gives you up to 25th degree polynomial regression, which may be used for both forward as well as backward regressions. As such Polynomial Regression can be used for both regression tasks as well as smoothing and data-denoising tasks.
Non-Linear Regression & Classification
Indicium supports both progressive and multivariate(analytical) Non-Linear Regression.
Progressive regression allows for forecasting data and finding fit equations to use outside the data. It's based on a single variable and supports an unlimited set of constants in the equation. Unlike most Non-Linear Regression techniques, any equation or formula may be used.
Indicium also supports multiple or multivariate Non-Linear Regression. This form of regression supports an unlimited number of variables as well as an unlimited number of constants. This allows one to find complex correlations between data variables and perform numerous classifications. However multivariate Non-Linear Regression cannot be used alone to forecast data. It must be used in combination with other algorithms to perform forecasts, since it is depedent upon each variable at any given tme.
Technical Indicators
Indicium supports several universal Technical Indicators, which can be applied in practically any industry to smooth out and denoise data:
- Simple Moving Average (SMA)
- Weighted Moving Average (WMA)
- Exponentially Weighted Moving Average (EMA)
Graphs & Illustrations
Graphs can easily be created, compared and save as images. Indicium makes use of the Zed Graph Control which allows for smooth models, zooming functions and a lot more.
File Formats
Several file formats are supported:
- Excel 97-2003 Spreadsheets (.xls)
- Excel 2007 Spreadsheet (.xlsx)
- Comma Seperated Values (.csv)
- Any seperated values you define