Dear Admission Office:
I am writing to strongly recommend Miss/Mr. XXXX for admission into the famous University of Waterloo.
Through teaching and informal consultation, I had chances to get to know her/him academic potentials and her/him ideals before she/he left for Canada.
In my opinion she/he can be reliably graded as one of the best undergraduates here in 2002 grade students with majors in our department. Miss/Mr. is apparently a very bright student, with special interests and enjoyment in mathematics especially in passionate and innovative ways of tackling and solving various problems in mathematics.
Perhaps her/his present mathematics scores in Canada could support my view. She/he has very good observatory skills in experiments and can easily glean essence from complicated concepts, phenomena or conditions.
Enthusiastic for novelty and creative thinkings and as evidence for leadership potentials, she can easily influence her/his classmates in both curricular and extracurricular activities, though only within not a long period before her/his transfer from this institution to another school in Canada, a brave move toward next stage of personal challenge and fulfilment.
I was particularly impressed by Miss/Mr. XXX career goal of aiming for excellence in academic education and achievements in her/his chosen field.
Please do not hesitate to contact me if I can be of further assistance.
Dear Editor of Jim Smith
We would like to submit the enclosed manuscript entitled "Active
Learning with Multi-Label SVM Classification ", which we wish to be considered for publication in Journal of Software.
Active Learning with Multi-Label SVM Classification remains an open issue.Though active learning has been widely studied on reducing labeling effort for single-label problems, current research on multi-label active learning remains in a preliminary state.
In this paper we propose two novel multi-label active learning strategies, and then integrate them into an adaptive framework of multi-label active learning. Our empirical results on multiple multilabel data sets demonstrate the efficacy of the proposed active instance selection strategies and the integrated active learning approach.
Further,we proposed to integrate the strengths of these two strategies using an adaptive integration framework.
Our empirical study on multiple multi-label classification data sets from different application areas shows that the proposed multi-label active learning strategies, especially the integrated active learning approach, greatly outperform a number of multi-label active learning methods developed in the literature. Yours sincerely myname xuehao
dear sir or madam,
thank you for reading this recommendation letter. i take great pleasure in recommending mr. xxx, one of my most enthusiastic chinese students to join in your program and pursue further research.
being a former teacher for two courses of him, i have known mr. x for more than 2 years. mr. x, as i concerned, is really a hardworking student and a promising young scholar with great motivation to aspire after higher learning.
his creativity and spirit of persistent exploration also give me deep impression. he always proposed new ideas on his study and could resolve problems by himself. during the design of a training program in may, xxxx,
i remembered clearly that he was the only person who had considered the inner different characteristic from the figures who reflected the current society situation, a key factor in the implementation of the program.
his attention on particular circumstance gave him a much broader horizon to develop a creative thought, which in turn deepen his understanding of each kind of english article. actually, mr. x and i are keeping in touch because of academic research, now.
maybe he is not the most talented student but i can say he is the most industrious young person, i have met.
mr. x also has a strong ability of communication and the potential as a researcher of commence and the related field. he has great interest in business. and once he has told me that he has a dream that one day he would be a successful dealer for developing a robust market economy.
in addition, mr. x showed his abilities in social activities as he was designated the minister of student union and the secretary of the class. the student union, his class and he were awarded prizes hosts of times. in the social practices his performance and work were well received by everyone, too.
base on his excellent performance and his english ability as an undergraduate student majored in english, i believe this boy will fulfill your demands and achieve greater academic success in his future. therefore, i strongly support his application with my recommendation without any reservation.
i sincerely hope that you could consider his application favorably. if you need any further information about him please contact me without any hesitation.