8 Experimental setup
As stated in a comprehensive review , valid dataset construction for training and testing, and unbiased measurements for evaluating the performance of predictors are two indispensable steps in establishing a statistical protein predictor. This chapter will focus on these two important parts for an experimental setup. Datasets construction and performance metrics for predicting single- and multi-label proteins will be presented.
8.1 Prediction of single-label proteins
This section will focus on constructing datasets and will introduce performance metrics for single-location proteins which are used in GOASVM and InterProGOSVM.
8.1.1 Datasets construction
184.108.40.206 Datasets for GOASVM
Two benchmark datasets (EU16  and ...