SHAP (SHapley Additive exPlanations)is a game theoretic approach to explain the output of any machine learning model. It connects optimal credit allocation with local explanations using the classic Shapley values from game theory and their related extensions (seepapersfor details and citations). ...
What is the theory of algebraic expression? What is the difference between a conditional equation and an identity? Give an example for each of them. Explain in words the difference between a|b and b/a. What is an equivalent algebraic expression for the composition \tan(\arcsin(x)). Transla...
fit(X_train, y_train) show(dp_ebm.explain_global()) # Identical function calls to standard EBMs For more information, see the documentation. EBMs include pairwise interactions by default. For 3-way interactions and higher see this notebook: https://interpret.ml/docs/python/examples/custom-...
Why do we use Poisson distribution in Queuing Theory? explain. Let X_1, X_2, cdots be an infinite sequence of continuous r.v.'s such that f_(x_n) (x) = { (n+1)x^n, 0 < x < 1, 0, otherwise. Show that {X_n} converges distribution to the degenerate r.v. X where P...
That younger individuals perceive the world as moving slower than adults is a familiar phenomenon. Yet, it remains an open question why that is. Using event segmentation theory, electroencephalogram (EEG) beamforming and nonlinear causal relationship est
To determine the influence of different values that affect drivers' willingness to pay for biofuels, the theory of consumption values is applied in the present research. The data were gathered by distributing questionnaires to 343 Malaysian people with driving licences and access to cars. The data ...
We take this as a hint that additional states close to the TeV are present in the underlying theory, with large Yukawa couplings to the second Higgs doublet. We have shown that a pair of vector-like fermions is sufficient to reproduce the right cross-section, and respect all other ...
of the estimates from realized similarity were large, as expected from theory and empirical studies.53,54 Discussion The aim of this study was to estimate the proportion of variance for personality dimensions of neuroticism and extraversion explained by all the SNPs in a linear model analysis. ...
Discuss the links between the indifference curve, price elasticity estimates and the theory of supply and demand in economics. Explain why it is important that prices are flexible in our economy? What are the implications if the government started to control prices for products, how would this in...
First we integrate in respect in respect to one variable and then in respect to the other variable to get the result. Answer and Explanation: Lets rewrite the left side: {eq}\int_{-\infty}^\infty \int_{-\infty}^\infty e^{-(x^2+y^2)} \,dx ...