Emily Evenden
Biographic Data
| ID | 9966208 |
|---|---|
| NAME | Emily Evenden |
| GIVEN NAMES | Emily |
| FAMILY NAME | Evenden |
| SIGNATURE | EVENDEN E |
| AFFILIATIONS | Clark University |
| ORCID | 0000-0002-7671-3467 |
| VERIFIED | Yes |
| TOTAL WORKS | 1 |
| TOTAL CITATIONS | 0 |
| WORKS AS AUTHOR | 1 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2021 |
| LATEST PUBLICATION YEAR | 2021 |
| H-INDEX | 0 |
Encoding a Categorical Independent Variable for Input to TerrSet’s Multi-Layer Perceptron
The profession debates how to encode a categorical variable for input to machine learning algorithms, such as neural networks. A conventional approach is to convert a categorical variable into a collection of binary variables, which causes a burdensome number of correlated variables. TerrSet’s Land Change Modeler proposes encoding a categorical variable onto the continuous closed interval from 0 to 1 based on each category’s Population Evidence L…
No prominent works on this page.
Encoding a Categorical Independent Variable for Input to TerrSet’s Multi-Layer Perceptron
The profession debates how to encode a categorical variable for input to machine learning algorithms, such as neural networks. A conventional approach is to convert a categorical variable into a collection of binary variables, which causes a burdensome number of correlated variables. TerrSet’s Land Change Modeler proposes encoding a categorical variable onto the continuous closed interval from 0 to 1 based on each category’s Population Evidence L…
Arithmetic (1 work) · Artificial Intelligence (1 work) · Artificial neural network (1 work) · Bayesian Modeling and Causal Inference (1 work) · Binary number (1 work) · Categorical variable (1 work) · Computer Science (1 work) · ENCODE (1 work) · Hydrological Forecasting Using AI (1 work) · Machine learning (1 work)