In my capstone project for the Data Science Immersive, I tried to build a model for recognition of English letters and numerical digits with computer generated characters based on a variety of fonts, but the accuracy of the test was about 40 percent, way below 90 percent accuracy on training set. Does it mean that the model was overfitted?