factor space
- noun
- Specialized
:
espacio de factores
- Researchers often use a factor space to reduce the dimensionality of large datasets.
Examples
-
The factor space of the matrix provided key insights during data analysis.
-
In machine learning, a factor space can improve model accuracy.
-
Finding the optimal solution required projecting the problem onto the factor space.
-
The factor space is essential for understanding data relationships.
-
Researchers often use a factor space to reduce the dimensionality of large datasets.
-
Finding the optimal solution required projecting the problem onto the factor space.
-
The factor space of the matrix provided key insights during data analysis.
How Complex
- Specialized
2
9.3
- Specialized
- Specialized
- Specialized
130
7.0
- Specialized
Surface Forms
Morphology
factor + space
The phrase is compositionally built: a 'space' made up from 'factors', so a learner who knows both words can infer a general sense of an area or domain defined by factors. However, the precise mathematical/computational sense (latent features, eigenvectors, technical representation) is specialized and not fully predictable for a B1 learner, so the expression is only partially transparent.
Etymology
Factor space comes from the image of making a simple space out of several factors, where each factor is like a direction or a building block that shows one part of the data. So a factor space is a place where different parts are put together to 'represent' and 'compare' data.