MARC details
| 000 -LEADER |
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| fixed length control field |
02022nam a22003733a 4500 |
| 001 - CONTROL NUMBER |
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| control field |
UPMIN-00003211643 |
| 003 - CONTROL NUMBER IDENTIFIER |
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| control field |
UPMIN |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20230117140555.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
230117b |||||||| |||| 00| 0 eng d |
| 040 ## - CATALOGING SOURCE |
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| Original cataloging agency |
DLC |
| Transcribing agency |
UPMin |
| Modifying agency |
upmin |
| 041 ## - LANGUAGE CODE |
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| Language code of text/sound track or separate title |
eng |
| 090 #0 - LOCALLY ASSIGNED LC-TYPE CALL NUMBER (OCLC); LOCAL CALL NUMBER (RLIN) |
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| Classification number (OCLC) (R) ; Classification number, CALL (RLIN) (NR) |
LG993.5 2008 |
| Local cutter number (OCLC) ; Book number/undivided call number, CALL (RLIN) |
A64 G64 |
| 100 ## - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Gomez, Rhyz C. |
| 9 (RLIN) |
1337 |
| 245 ## - TITLE STATEMENT |
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| Title |
Dissimilarity coefficients in hierarchical mixed-type data clustering / |
| Statement of responsibility, etc. |
Rhyz C. Gomez. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. |
|---|
| Date of publication, distribution, etc. |
2008 |
| 300 ## - PHYSICAL DESCRIPTION |
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| Extent |
78 leaves. |
| 502 ## - DISSERTATION NOTE |
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| Dissertation note |
Thesis, Undergraduate (BS Applied Mathematics)- U.P. Mindanao |
| 520 3# - SUMMARY, ETC. |
|---|
| Summary, etc. |
Yang's dissimilarity coefficient for mixed-type data was modified using two different aggregating equations of De Carvalho. L? Eixample normalized dissimilarity coefficient for continuous attributes was used instead of Yang's dissimilarity coefficient. This modified Yang's dissimilarity coefficients were then employed on constructing hierarchical trees using single linkage, complete linkage and UPGMA on auto, heart and credit data. Single linkage clustering algorithm was found to give higher misclassifications on auto data. This is due to the fact that single linkage has a tendency to cause chaining phenomenon. The efficiency of the two modified dissimilarity coefficients was then tested based on their accuracy, entropy and purity. The first dissimilarity coefficient was found to give better improvement on the accuracy, entropy and purity of Yang's dissimilarity coefficients. |
| 650 17 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Aggregating equations. |
| 9 (RLIN) |
1338 |
| 650 17 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Clustering. |
| 9 (RLIN) |
366 |
| 650 17 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Mixed-type datas. |
| 9 (RLIN) |
1339 |
| 650 17 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Dissimilarity coefficients. |
| 9 (RLIN) |
1295 |
| 650 17 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Yang's dissimilarity coefficients. |
| 9 (RLIN) |
1340 |
| 650 17 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
UPGMA (Unweighted |
| 9 (RLIN) |
1341 |
| 650 17 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Auto data. |
| 9 (RLIN) |
1342 |
| 650 17 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Cluster solutions. |
| 9 (RLIN) |
1343 |
| 650 17 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Distance measures. |
| 9 (RLIN) |
1344 |
| 650 17 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Dendograms. |
| 9 (RLIN) |
1345 |
| 650 17 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Hierarchical clustering. |
| 9 (RLIN) |
1294 |
| 658 ## - INDEX TERM--CURRICULUM OBJECTIVE |
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| Main curriculum objective |
Undergraduate Thesis |
| Curriculum code |
AMAT200 |
| 905 ## - LOCAL DATA ELEMENT E, LDE (RLIN) |
|---|
| a |
Fi |
| 905 ## - LOCAL DATA ELEMENT E, LDE (RLIN) |
|---|
| a |
UP |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
Library of Congress Classification |
| Koha item type |
Thesis |
