Changed to make it more general #3
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I have created a slightly different version of your program with the following changes: I have changed it to take one single "Training File" as input and it will automatically split it into "tr_data", "cv_data" and "gt_data" files. This might be easier for some folks who don't understand the difference between the 3 files unless they have watched Andrew Ng's video and know what these mean (and do). I have created another function called "select_num_cols" that automatically selects numeric columns from the data set above. This enables most data scientists to get a smaller feature set than what they have. It will also work well with your Gaussian Distribution program. Since this version works with more than 2 variables, I have avoided plotting the variables. I hope these changes will be acceptable. If not, you can create a version.
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I have created a slightly different version of your program with the
following changes:
I have changed it to take one single "Training File" as input and it
will automatically split it into "tr_data", "cv_data" and "gt_data"
files. This might be easier for some folks who don't understand the
difference between the 3 files unless they have watched Andrew Ng's
video and know what these mean (and do).
I have created another function called "select_num_cols" that
automatically selects numeric columns from the data set above. This
enables most data scientists to get a smaller feature set than what they
have. It will also work well with your Gaussian Distribution program.
Since this version works with more than 2 variables, I have avoided
plotting the variables.
I hope these changes will be acceptable. If not, you can create a
version.