Covariance matrix error massage

Hello, I have a microarray data matrix Sample(19 by 5000),when I classified this matrix, the matlab produce error message"covariance matrix must be positive definite for each group". How I can overcome this error? thanks

[Jan]

Please post your code and a complete copy of the error message.