Jong Shin
Jong Shin
Explore induced bias(interpolation & extrapolation) phenomenon in different machine learning models.
please add me as an assignee. Thank you!
Explore induced bias(interpolation & extrapolation) phenomenon in different machine learning models.
 picking up on my presentation today, I modified generate_gaussian_parity() so that when encountered with masses outside of boundary, such masses are replaced with newly generated random variables (obviously with...
Explore induced bias(interpolation & extrapolation) phenomenon in different machine learning models.
 fig1: [-1, 1] simulation data fig2: KNN trained on [-1, 1] simulation data; predicting on the same simulation data fig3: [-2, 2] simulation data fig4: prediction on [-2, 2]...
Explore induced bias(interpolation & extrapolation) phenomenon in different machine learning models.
 Is this something you are looking for, @jovo, @jdey4?
Explore induced bias(interpolation & extrapolation) phenomenon in different machine learning models.
 Thank you, @jdey4 for taking your time to help me understand this today! As you suggested, I computed the actual posterior using predict_proba() and the outputs are plotted as...
Explore induced bias(interpolation & extrapolation) phenomenon in different machine learning models.
 @jdey4 hey Jayanta, I corrected the colormap scale. Just to clarify, the subtraction was to change the scale from [0,1] to [-1,1], not to normalize the colormap. I'm actually...
Explore induced bias(interpolation & extrapolation) phenomenon in different machine learning models.
@jovo, after reviewed by @jdey4 today, I am sharing the results from the spiral experiment. Here, one thing I want to confirm with you is if the trend I am...
The lab has received a request to build this binning tree in order to analyze thousands of medical data to test numerous hypothesis. @jshinm will start working on this