Interpretable machine learning aims at unveiling the reasons behind predictions returned by uninterpretable classifiers. One of the most valuable types of explanation consists of counterfactuals. A counterfactua
The Bayesian Dirichlet (BD) scoring function is defined as follows. Click this link to see what each of these terms mean. For a weekend project, I created a Java and JavaScript API for computing the BD scoring function. The project is open-source with Apache License v2.0. You may download...
The aim of this study was to determine the frequency of diabetes mellitus, impaired fasting glucose, and glucose intolerance in higher-risk groups using a FINDRISC survey in an urban population. Methods: We used a television program to invite interested adults to fill out a survey at a ...
The model optimizes recall instead of precision. In this case, recall can be thought as of a model’s ability to find all the data points of interest (MRT) in a dataset. A precision-recall tradeoff is common in many scenarios and it often boils down to the business problem that the co...
onathan Orlando Murcia Piñeros 1 & Antonio Fernando Bertachini de Almeida Prado 1 In this work, it is shown how a spacecraft equipped with a thrust and subjected to a drag force can be bounded at specific altitudes as function of the parameters of the ...
Find the mean of the given probability distribution. According to a survey, the percentage of households by number of vehicles is given in the following Suppose that for a certain experiment, P(B) = 0.5 and P(A|B) = 0.2. Find P(A...
This repository is the official implementation of Multi-Facet Clustering Variational Autoencoders (MFCVAE). MFCVAE is a principled, probabilistic clustering model which finds multiple partitions of data simultaneously through its multiple Mixtures-of-Gaussians (MoG) prior. Our model lies in the framewo...
. We will explore global hotspots of future coastal flood hazard by generating novel probabilistic projections of extreme sea levels, combining model simulations of future storm surges, waves and sea level rise. Resultant probability density functions and narrative-based storylines will be developed t...
d. inferred Empirical Evidence: Empirical evidence represents one of the larger and more useful bodies belonging to science. While it is not the only aspect of science, empirical evidence has allowed scientists to discover or...
This application is related to U.S. application Ser. No. ___ (Attorney Docket No. F463), titled “SCALE OUT CHUNK STORE TO MULTIPLE NODES TO ALLOW CONCURRENT DEDUPLICATION,” U.S. application Ser. No. ___ (Attorney Docket No. F464), titled “A PROBABILISTIC ALGORITHM TO CHECK WHETHER...