sift:principal_component_analysis:mahalanobis_distance_and_spe_dialog
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sift:principal_component_analysis:mahalanobis_distance_and_spe_dialog [2024/11/15 20:04] – wikisysop | sift:principal_component_analysis:mahalanobis_distance_and_spe_dialog [2024/11/15 20:22] (current) – [Dialog] wikisysop | ||
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==== Dialog ==== | ==== Dialog ==== | ||
- | {{: | + | {{ : |
* **Grouping to Search:** What kind of grouping is used to determine the centroid, Combined Groups, Groups, Workspaces | * **Grouping to Search:** What kind of grouping is used to determine the centroid, Combined Groups, Groups, Workspaces | ||
- | * **Auto-exclude results:** If checked | + | * **Auto-exclude results:** If checked |
* **Number of Passes:** How many times should the test be run, removing an outlier may alter the centroid, exposing more outliers | * **Number of Passes:** How many times should the test be run, removing an outlier may alter the centroid, exposing more outliers | ||
* **Find All Outliers:** If checked, the Number of Passes parameter will be ignored, and the test will be run until no outliers are found | * **Find All Outliers:** If checked, the Number of Passes parameter will be ignored, and the test will be run until no outliers are found | ||
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==== SPE ==== | ==== SPE ==== | ||
- | Since Squared Prediction Error compares a single predictive point to its original value, | + | Since Squared Prediction Error compares a single predictive point to its original value, |
- | * **Auto-exclude results:** If checked and outliers found will automatically be removed | + | * **Grouping to Search:** SPE is not grouped |
- | * **Number of PCs:** How many principal components should be considered for the test | + | * **Number of Passes/Find All Outliers:** Removing another outlier does not effect if a SPE is an outlier |
- | * **Outlier alpha value:** The threshold used to determine | + | |
==== Results ==== | ==== Results ==== |
sift/principal_component_analysis/mahalanobis_distance_and_spe_dialog.1731701091.txt.gz · Last modified: 2024/11/15 20:04 by wikisysop