A Study on Two Machine Learning Methods：BACON & HMM
碩士 === 國立雲林科技大學 === 電子與資訊工程研究所碩士班 === 90 === This thesis discusses two machine learning methods: BACON and HMM. BACON’s method of rediscovery empirical lows is first introduced. Then we propose new heuristics to solve problems that BACON cannot. For HMM, its basic algorithms are presented. We compar...
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2002
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| Online Access: | http://ndltd.ncl.edu.tw/handle/06857812541681971128 |
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ndltd-TW-090YUNTE3930112016-06-24T04:15:13Z http://ndltd.ncl.edu.tw/handle/06857812541681971128 A Study on Two Machine Learning Methods：BACON & HMM 機器學習方法之研究：BACON&HMM Smte 廖明相 碩士 國立雲林科技大學 電子與資訊工程研究所碩士班 90 This thesis discusses two machine learning methods: BACON and HMM. BACON’s method of rediscovery empirical lows is first introduced. Then we propose new heuristics to solve problems that BACON cannot. For HMM, its basic algorithms are presented. We compare the accuracy of experimental results using different initial models. The results indicate that training HMM with an initial model of random values produce more accurate models than training with an evenly distributed initial model. Wing-Kwong Wong 黃永廣 2002 學位論文 ; thesis 0 zh-TW |
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碩士 === 國立雲林科技大學 === 電子與資訊工程研究所碩士班 === 90 === This thesis discusses two machine learning methods: BACON and HMM. BACON’s method of rediscovery empirical lows is first introduced. Then we propose new heuristics to solve problems that BACON cannot. For HMM, its basic algorithms are presented. We compare the accuracy of experimental results using different initial models. The results indicate that training HMM with an initial model of random values produce more accurate models than training with an evenly distributed initial model.
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Wing-Kwong Wong |
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Wing-Kwong Wong Smte 廖明相 |
| author |
Smte 廖明相 |
| spellingShingle |
Smte 廖明相 A Study on Two Machine Learning Methods：BACON & HMM |
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Smte |
| title |
A Study on Two Machine Learning Methods：BACON & HMM |
| title_short |
A Study on Two Machine Learning Methods：BACON & HMM |
| title_full |
A Study on Two Machine Learning Methods：BACON & HMM |
| title_fullStr |
A Study on Two Machine Learning Methods：BACON & HMM |
| title_full_unstemmed |
A Study on Two Machine Learning Methods：BACON & HMM |
| title_sort |
study on two machine learning methods：bacon & hmm |
| publishDate |
2002 |
| url |
http://ndltd.ncl.edu.tw/handle/06857812541681971128 |
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