PeNGaRoo | Server Page

Predict

PeNGaRoo is an effective algorithm and toolkit for predicting non-classical secreted proteins in Gram-positive bacteria. By combining the gradient boosting machine in an ensemble learning framework, PeNGaRoo could achieve accurate and robust performance in non-classical secreted protein prediction.

Enter sequences

Examples

OR

You can upload a sequence file in the FASTA format: (example.fasta)

Mode: Default mode

Fast mode

Usage: For common use

For benchmarking test

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Organization

If you find our work useful for your research work, please cite:

Zhang Y et al. PeNGaRoo, a combined gradient boosting and ensemble learning framework for predicting non-classical secreted proteins. Bioinformatics 2020;36(3):704-712. DOI: 10.1093/bioinformatics/btz629.