I am using texmaker and I include eps figures. The code is very long but I will include some of it.
\documentclass[draft, 12pt, onecolumn]{IEEEtran}
\usepackage{graphicx}
\usepackage{epstopdf}
\begin{document}
\begin{figure}[!t]
\centering
\includegraphics[scale=0.4]{./Figures/RL_NE.eps}
\caption{Percentage of playing good}
\label{fig_1}
\end{figure}
\end{document}
When I open my compiled file I will get the following:

I do not know where is the problem. I am compiling with PdfLatex.
[draft]option set – David Carlisle Dec 12 '14 at 20:19\documentclassand\end{docuemnt}and check that that file has the problem. If it does not, the problem is in a part of your real document that you have not shown – David Carlisle Dec 12 '14 at 20:21