Home » Data Science » Machine Learning » Could the following table of outputs be given by a linear model with no interactions (assume not including a feature means setting it to 0)? Q: Practice More Questions From: ML Interpretation Created with Fabric.js 4.6.0 Practice More Questions Data Analysis 2000+ Qs Machine Learning 1000+ Qs Created with Fabric.js 4.6.0 Similar Questions We have the following table the output of a model f on an example using subsets of the variable. What is the Shapley value for s_BP? Could the following table of outputs be given by a linear model with no interactions (assume not including a feature means setting it to 0)? Now assume we add Age as a variable. What is the new Shapley value for s_BP? You train the random forest pictured below and it gets a c-index of 0.90. After shuffling the values for x, your dataset is the following. What is the variable importance for x? We have the following table the output of a model f on an example using subsets of the variable. What is the sum of the Shapley value for s_BP and d_BP? Say you have trained a decision tree which never splits on a variable X. What will be the variable importance for X using the permutation method? Created with Fabric.js 4.6.0 Practice More Questions Data Analysis 200+ Qs Machine Learning 100+ Qs