this for a matlab project for digit recognition Split the Dataset In this section, we split the

this for a matlab project for digit recognition

Transcribed Image Text:

Split the Dataset In this section, we split the dataset into training and testing groups. Images ■ Test indices: Create an array such that it increments in steps of 60 from 1 to 5000 - 84 values ▪ Train indices: All values from 1 to 5000 except the values present in the test indices - 4916 values in total - I would recommend setdiff() ■ Note the images of train and test as well ▪ Create a variable test_images - this should contain 84 images : 20 x 20 x 84 using test indices. ▪ Create a variable train_images - this should contain 4916 images : 20 x 20 x 4916 using train indices. Labels ▪ Note the corresponding test labels i.e. labels(test_idx) should contain labels of test images - 84 x 1 ▪ Note the corresponding train labels i.e. labels(train_idx) should contain labels of train images - 4916 x 1 Split the Dataset In this section, we split the dataset into training and testing groups. Images ■ Test indices: Create an array such that it increments in steps of 60 from 1 to 5000 - 84 values ▪ Train indices: All values from 1 to 5000 except the values present in the test indices - 4916 values in total - I would recommend setdiff() ■ Note the images of train and test as well ▪ Create a variable test_images - this should contain 84 images : 20 x 20 x 84 using test indices. ▪ Create a variable train_images - this should contain 4916 images : 20 x 20 x 4916 using train indices. Labels ▪ Note the corresponding test labels i.e. labels(test_idx) should contain labels of test images - 84 x 1 ▪ Note the corresponding train labels i.e. labels(train_idx) should contain labels of train images - 4916 x 1