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===Semester 1, Week 2=== ====Jie Dong==== '''Progress and Status this week:''' # Met up with supervisors # Applied trigram model algorithm on the 170 English text and test the accuracy of SVM for trigram Markov Model # Number of key words used in the test are 5,10,15,20,25,30,35,40,45,50 # Four different kernel functions were used: Linear, Quadratic, rbf, polynomial. And it has been shown that Linear kernel function have the best performance among these four. However, the accuracy is still very low about 50%. '''Plan and Goals for new week:''' # The effect of punctuations in the text should be taken into consideration, such as "-" and "'" # Modified Trigram software # Further testing ====Leng Tan==== '''Progress and Status this week:''' # Met up with supervisor # applied algorithm on the 170 english text and test the accuracy of the SVM for WRI # applied different kernel function and observe the different result # develop on word count program for text '''Plan and Goals for new week:''' # Modify the delete punctuation method in the interface (look at minutes report number 10th for specs) # implement interface # change the number of keywords (currently is 20, try 5,10,15,20,25 and observe the difference) # start using the new testament as test data ====Tien-en Phua==== '''Progress and Status this week:''' # Had meeting with supervisors # Applied algorithm to 170 English text # Applied algorithm to 85 Federalist paper # Monitor project progress and re-evaluate the project milestone and timeline # Develop software for chopping text # Develop software to count total words of text and also the number of occurrence of each word for better text analysis '''Plan and Goals for new week:''' # Identify the reason for in-correct classifications # Further testing to ensure the correct operation # Study Greek alphabets
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