Writing papers on Machine Learning

Machine Learning: Project Report Format by Ray Mooney, U. Texas
Crafting Papers on Machine Learning by Pat Langley, Stanford

Resources for Students & Scholars by Fredo Durand, MIT
Writing Technical Articles by Henning Schulzrinne, Columbia University

Example, good or bad?
Text Classification from Positive and Unlabeled Examples (pdf) by F. Denis, R. Gilleron and M. Tommasi