DiscretizationMethod Enum
Definition
Important
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Defines how a continuous range of values is converted into a discrete, or fixed, number of values.
[System.Runtime.InteropServices.Guid("0F483045-46CE-4e4f-82F4-2184B051D7B6")]
public enum DiscretizationMethod[<System.Runtime.InteropServices.Guid("0F483045-46CE-4e4f-82F4-2184B051D7B6")>]
type DiscretizationMethod = Public Enum DiscretizationMethod- Inheritance
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DiscretizationMethod
- Attributes
Fields
| Automatic | 1 | Chooses best grouping technique among EqualArea, Clusters, and Threshold methods. |
| Clusters | 3 | Finds buckets by performing single-dimensional clustering on the input values by using the K-Means algorithm. |
| EqualAreas | 2 | Specifies that when the distribution of continuous values is plotted as a curve, the areas under the curve covered by each bucket range are equal. |
| None | 0 | No grouping is requested. |
| Thresholds | 4 | Specifies that when the distribution of continuous values is plotted as a curve, buckets are be created based on the inflection points (where gradient changes direction) in their distribution curve. |
| UserDefined | 5 | Specifies that the user can define a custom grouping of the members. |