Difference between revisions of "EDA-CLU-Quality"
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== Abstract == | == Abstract == | ||
<section begin=abstract /> | <section begin=abstract /> | ||
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(Draft only: edit during development) Measures of cluster quality - how to compute them, how to compare clustering algorithms and parameters. | (Draft only: edit during development) Measures of cluster quality - how to compute them, how to compare clustering algorithms and parameters. | ||
<section end=abstract /> | <section end=abstract /> | ||
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== This unit ... == | == This unit ... == | ||
=== Prerequisites === | === Prerequisites === | ||
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*[http://steipe.biochemistry.utoronto.ca/abc/students/index.php/EDA-CLU-Centroid_based EDA-CLU-Centroid_based (Centroid Based Clustering)] | *[http://steipe.biochemistry.utoronto.ca/abc/students/index.php/EDA-CLU-Centroid_based EDA-CLU-Centroid_based (Centroid Based Clustering)] | ||
*[http://steipe.biochemistry.utoronto.ca/abc/students/index.php/EDA-CLU-Density_based EDA-CLU-Density_based (Density Based Clustering)] | *[http://steipe.biochemistry.utoronto.ca/abc/students/index.php/EDA-CLU-Density_based EDA-CLU-Density_based (Density Based Clustering)] | ||
*[http://steipe.biochemistry.utoronto.ca/abc/students/index.php/EDA-CLU-Distribution_based EDA-CLU-Distribution_based (Distribution Based Clustering)] | *[http://steipe.biochemistry.utoronto.ca/abc/students/index.php/EDA-CLU-Distribution_based EDA-CLU-Distribution_based (Distribution Based Clustering)] | ||
| − | *[ | + | *[[EDA-CLU-Hierarchical|EDA-CLU-Hierarchical (Hierarchical Clustering)]] |
*[http://steipe.biochemistry.utoronto.ca/abc/students/index.php/EDA-CLU-Mutual_information EDA-CLU-Mutual_information (Clustering by Mutual Information)] | *[http://steipe.biochemistry.utoronto.ca/abc/students/index.php/EDA-CLU-Mutual_information EDA-CLU-Mutual_information (Clustering by Mutual Information)] | ||
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=== Objectives === | === Objectives === | ||
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=== Outcomes === | === Outcomes === | ||
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... | ... | ||
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=== Deliverables === | === Deliverables === | ||
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| − | <!-- included from "ABC-unit_components. | + | <!-- included from "./data/ABC-unit_components.txt", section: "deliverables-time_management" --> |
*<b>Time management</b>: Before you begin, estimate how long it will take you to complete this unit. Then, record in your course journal: the number of hours you estimated, the number of hours you worked on the unit, and the amount of time that passed between start and completion of this unit. | *<b>Time management</b>: Before you begin, estimate how long it will take you to complete this unit. Then, record in your course journal: the number of hours you estimated, the number of hours you worked on the unit, and the amount of time that passed between start and completion of this unit. | ||
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*<b>Journal</b>: Document your progress in your [[FND-Journal|Course Journal]]. Some tasks may ask you to include specific items in your journal. Don't overlook these. | *<b>Journal</b>: Document your progress in your [[FND-Journal|Course Journal]]. Some tasks may ask you to include specific items in your journal. Don't overlook these. | ||
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*<b>Insights</b>: If you find something particularly noteworthy about this unit, make a note in your [[ABC-Insights|'''insights!''' page]]. | *<b>Insights</b>: If you find something particularly noteworthy about this unit, make a note in your [[ABC-Insights|'''insights!''' page]]. | ||
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{{Vspace}} | {{Vspace}} | ||
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<div id="BIO"> | <div id="BIO"> | ||
== Contents == | == Contents == | ||
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... | ... | ||
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== Notes == | == Notes == | ||
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<references /> | <references /> | ||
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<div id="ABC-unit-framework"> | <div id="ABC-unit-framework"> | ||
== Self-evaluation == | == Self-evaluation == | ||
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=== Question 1=== | === Question 1=== | ||
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</div> | </div> | ||
[[Category:BCB410-units]] | [[Category:BCB410-units]] | ||
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{{CC-BY}} | {{CC-BY}} | ||
Revision as of 01:25, 6 January 2018
Assessing Cluster Quality
Keywords: (Draft) ...
Contents
Caution!
This unit is under development. There is some contents here but it is incomplete and/or may change significantly: links may lead to nowhere, the contents is likely going to be rearranged, and objectives, deliverables etc. may be incomplete or missing. Do not work with this material until it is updated to "live" status.
Abstract
(Draft only: edit during development) Measures of cluster quality - how to compute them, how to compare clustering algorithms and parameters.
This unit ...
Prerequisites
- EDA-CLU-Centroid_based (Centroid Based Clustering)
- EDA-CLU-Density_based (Density Based Clustering)
- EDA-CLU-Distribution_based (Distribution Based Clustering)
- EDA-CLU-Hierarchical (Hierarchical Clustering)
- EDA-CLU-Mutual_information (Clustering by Mutual Information)
Objectives
...
Outcomes
...
Deliverables
- Time management: Before you begin, estimate how long it will take you to complete this unit. Then, record in your course journal: the number of hours you estimated, the number of hours you worked on the unit, and the amount of time that passed between start and completion of this unit.
- Journal: Document your progress in your Course Journal. Some tasks may ask you to include specific items in your journal. Don't overlook these.
- Insights: If you find something particularly noteworthy about this unit, make a note in your insights! page.
Contents
...
Further reading, links and resources
Notes
Self-evaluation
If in doubt, ask! If anything about this learning unit is not clear to you, do not proceed blindly but ask for clarification. Post your question on the course mailing list: others are likely to have similar problems. Or send an email to your instructor.
About ...
Author:
- NN <email@host>
Created:
- 2017-09-17
Modified:
- 2017-09-18
Version:
- 0.1
Version history:
- 0.1 First stub
This copyrighted material is licensed under a Creative Commons Attribution 4.0 International License. Follow the link to learn more.
