Datasets and Results


Datasets

We provide all datasets (AARS, Non-AARS, AARS Class-1, AARS Class-2) without any charge, user can download it. Positive sequences are downloaded from ExPASy (Release 57.5 of 7 July, 2009). Negative sequences are downloaded from swiss-prot and checked manualy. We removed all those sequences which are putative, fragments of Aminoacyl-tRNA synthetase proteins. We removed sequence similarity by using CD-HIT software and prepared datasets for 100%, 90%, 80%, 70%, 60%, 50%, 40% and 30% redundancy. Here we providing all 30% non-redundant datasets.

1- aaRS dataset

2- Non-aaRS (Negative) dataset

3- Realistic Non-aaRS (Negative) dataset

4- aaRS Class-1 dataset

5- aaRS Class-2 dataset

6- Independent aaRS dataset

7- Independent non-aaRS (Negative) dataset



Results

We have developed different prediction methods for 100%, 90%, 80%, 70%, 60%, 50%, 40% and 30% non-redundant datasets. By default icaars server using 70% redundant Hybrid Approach2 [Dipeptide and PROSITE] Based prediction model.

1- Mono-peptide composition Based

2- Hybrid Approach1 [Composition and PROSITE] Based

3- Dipeptide composition Based

4- Hybrid Approach2 [Dipeptide and PROSITE] Based (Default)



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