Datasets of HemoPI

Reference: Chaudhary et., al., (2016) A Web Server and Mobile App for Computing Hemolytic Potency of Peptides. Sci Rep. 2016.

Datasets of HemoPI

HemoPI-1 Datasets
Dataset	Description	Positive	Negative
Main	It contains 442 experimentally validated hemolytic peptides (positive examples) from Hemolytik Database and 442 randomly generated peptides from Swiss Prot as non-hemolytic.
Validation	It contains 110 experimentally validated hemolytic peptides (positive examples) from Hemolytik Database and 110 randomly generated peptides from Swiss Prot as non-hemolytic.

Additional Random Negative datasets for HemoPI-1 negative datasets
Negative Random1		Negative Random2		Negative Random3		Negative Random4		Negative Random5
Main	Validation	Main	Validation	Main	Validation	Main	Validation	Main	Validation

HemoPI-2 Datasets
Dataset	Description	Positive	Negative
Main	It contains 442 known peptides with high hemolytic efficiency as positive examples and 370 known non-hemolytic peptides from Hemolytik Database as negative examples.
Validation	It contains 110 known peptides with high hemolytic efficiency as positive examples and 92 known non-hemolytic peptides from Hemolytik Database as negative examples.

HemoPI-3 Datasets
Dataset	Description	Positive	Negative
Main	It contains 708 known peptides with high hemolytic efficiency as positive examples and 590 known low/non-hemolytic peptides from Hemolytik & DBAASP Database as negative examples.
Validation	It contains 177 known peptides with high hemolytic efficiency as positive examples and 148 known low/non-hemolytic peptides from Hemolytik & DBAASP Database as negative examples.