Data PreProcessing

Your data may be nice, but most often it is what we call "Raw Data". It may be noisy, it may have "outliers", it may have text in with numbers, it may not be in the form you want, or you may need to do calculations of all sorts to make it the way YOU want it and to make it "good".

Intellect has a broad array of data processing capabilities, including:

Copying / Deleting

Cleaning

Smoothing

Scripted Calculations

Statistical Transformations

Windowed TimeSeries Calculations

Mathematical Operations

Threshold Processing

Trigonometric Functions

Data Summarization / Reduction / Sampling

Rescaling

Text to Numeric Conversions

Substitutions

Date Processing

Outlier and *Inlier* (wow!) Detection and Removal

That's a lot ! And what's more, you can "add-in" your own too using Visual Studio C# and VB.NET template projects.