Please rearrange the following sentences into a coherence paragraph of Conclusion.
(1)We have demonstrated that under different assumptions and using different approximations we can derive the commonly used classifier combination schemes such as the product rule, sum rule, min rule, max rule, median rule, and majority voting.
(2)The various classifier combination schemes were compared experimentally.
(3)The problem of combining classifiers which use different representations of the patterns to be classified was studied.
(4)To explain this empirical finding, we investigated the sensitivity of various schemes to estimation errors.
(5) The sensitivity analysis has shown that the sum rule is most resilient to estimation errors and this may provide a plausible explanation for its superior performance.
(6) We have developed a common theoretical framework for classifier combination and showed that many existing schemes can be considered as special cases of compound classification where all the pattern representations are used jointly to make a decision.
(7)A surprising outcome of the comparative study was that the combination rule developed under the most restrictive assumptions — the sum rule — outperformed other classifier combinations schemes.
(1)We have demonstrated that under different assumptions and using different approximations we can derive the commonly used classifier combination schemes such as the product rule, sum rule, min rule, max rule, median rule, and majority voting.
(2)The various classifier combination schemes were compared experimentally.
(3)The problem of combining classifiers which use different representations of the patterns to be classified was studied.
(4)To explain this empirical finding, we investigated the sensitivity of various schemes to estimation errors.
(5) The sensitivity analysis has shown that the sum rule is most resilient to estimation errors and this may provide a plausible explanation for its superior performance.
(6) We have developed a common theoretical framework for classifier combination and showed that many existing schemes can be considered as special cases of compound classification where all the pattern representations are used jointly to make a decision.
(7)A surprising outcome of the comparative study was that the combination rule developed under the most restrictive assumptions — the sum rule — outperformed other classifier combinations schemes.
学术英语论文写作
章节列表
Chapter 2 Introduction to Academic Writing3Chapter 3 Citation and Plagiarism9Chapter 4 Textual Development at the Lexical Level16Chapter 5 Sentence Structure5Chapter 6 Writing a Paragraph7Chapter 7 Common Types of Short Academic Essay4Chapter 8 Shaping your Topic and Structure13Chapter 9 Writing Introduction and Method1Chapter 10 Writing Results and Conclusion2Chapter 11 Writing Abstract and Key Words4Chapter 12 Paper Publication5Final Exam32