Update README.md

README.md

@@ -19,9 +19,13 @@ This database can be obtained at the address https://www.cs.toronto.edu/~kriz/ci
 
 The python file named read_cifar.py contains the functions needed to read the data. 
 
-The python file named knn.py contains the functions developping and testing the k-nearest neighbors classification model.
+The python file named knn.py contains the functions developping the k-nearest neighbors classification model.
 
-The python file named mlp.py contains the functions developping and testing the multilayer perceptron neural networks classification model.
+The python file named mlp.py contains the functions developping the multilayer perceptron neural networks classification model.
+
+The folder Tests contains a python file in which the developed functions are tested.
+
+The folder Results contains the images of the KNN and NN plots.
 
 ***