RadioactiveSpaceData v5.1.0

RadioactiveDataScience What can be create?

"The first and only Arduino library where Geiger Counter combine with Data Science"

1) Multidimensional Radioactive Decay Estimations in 3 Different Modes

3D Analysis

Data Visualization

Multi Graph

This repository presents a multivariable exponential regression model to estimate Average CPM (counts per minute) based on Time, Radiation dose rate (Usv/hr), Standard Deviation of CPM (sdCPM), and Total CPM Count.

2) Development of a Unique Model Equation

The predicted average CPM is defined by the following equation:

Where:

3) Creation of Original Algorithm Logic

1. Input features:

   • Time
   • Usv/hr (radiation dose rate)
   • sdCPM (standard deviation of CPM)
   • CPM Count (total count)

2. Apply natural logarithm (ln) to all features except time to linearize exponential behavior.

3. Fit a linear regression model to:

4. Final prediction is obtained by exponentiating the output.