Encodemethod: Difference between revisions
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imported>Donal (Created page with "===Purpose=== Create a cross-validation index vector for a given method.. ===Synopsis=== :cvi = encodemethod(items,method,n,blocksize) Output (cvi) is a vector containing ...") |
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===Purpose=== | ===Purpose=== | ||
Create a cross-validation index vector for a given method | Create a cross-validation index vector for a given method. | ||
===Synopsis=== | ===Synopsis=== | ||
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: 'loo' : Leave one out. Each item is in an individual group, input (n) can be omitted. | : 'loo' : Leave one out. Each item is in an individual group, input (n) can be omitted. | ||
: 'rnd' : Random. items are randomly split into n equal sized groups. | : 'rnd' : Random. items are randomly split into n equal sized groups. | ||
====Outputs==== | |||
* '''outputs''' = vector of integer values giving the group number of each item. | |||
===Examples=== | ===Examples=== | ||
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===See Also=== | ===See Also=== | ||
[[crossval]] | [[crossval]], [[cvifromclass]] | ||
Latest revision as of 08:07, 20 November 2023
Purpose
Create a cross-validation index vector for a given method.
Synopsis
- cvi = encodemethod(items,method,n,blocksize)
Output (cvi) is a vector containing the group number of each item.
Description
Inputs
- items = number of items to sort into sets [e.g., size(x,1) for x a data array].
- method = string defining the cross-validation method defined below.
- n = number of subsets to split the data into
- blocksize = number of items to include in each block (NOTE: blocksize for 'vet' method only)
The input parameter method can be any of the following:
- 'vet' : Venetian blinds. Every n-th item is grouped together. Optionally allows grouping of more than one sample together using "blocksize" input.
- 'con' : Contiguous blocks. Consecutive items are put into n groups.
- 'loo' : Leave one out. Each item is in an individual group, input (n) can be omitted.
- 'rnd' : Random. items are randomly split into n equal sized groups.
Outputs
- outputs = vector of integer values giving the group number of each item.
Examples
cvi = encodemethod(20,'con',4); cvi = encodemethod(20,'vet',5,2);