Cinicioglu, E. N., Buyukuğur, G.: How to Create Better Performing Bayesian Networks: A Heuristic Approach for Variable Selection. In: Information Processing and Management of Uncertainty in Knowledge-Based Systems, pp. 527-535, Springer International Publishing (2014)....
How to use the catnet package We start by describing several ways to create a catNetwork object. In the usual scenaria the catnet is designed for, networks are inferred from data and are created implicitly. There are occasions, however, when the user may want to crea... N Balov,P ...
[41] proposed a global and local sensing GAN to create a positive portrait image based on a face from a specified angle, which might be used in a system for face verification or recognition. GANs were also utilized to generate body images, which could structure different but coordinated body...
Hyperparameter optimization is a critical part of deep learning. Just selecting a model is not enough to achieve exceptional performance. You also need to tune your model.
Do we have to know them in order to be able to decide? Go ahead and create a reliable basis of previous and current findings. Learn from the past. Set limits and try to avoid data overload. Do not take neglectful decisions but decisions that are well-balanced. ...
The WEKA experimenter button allows the users to create, run, and modify different schemes in one experiment on a dataset.The experimenter has 2 types of configuration:Simple and Advanced. Both configurations allow users to run experiments locally and on remote computers. ...
To reach the earth’s surface, magma needs to deform the surrounding rock, displacing it apart and opening new fractures, to create the necessary space and pathways to cross from deeper to shallower levels24,25. This will produce a series of changes in the vicinity of the magma that may ...
2007) was used to calculate the polymorphism information content (PIC) and to create input files for the software GENEPOP ver. 4.2 (Raymond and Rousset 1995; Rousset 2008) to conduct Hardy–Weinberg Equilibrium (HWE) testing; dememorization number = 5000; number of batches = 1000; ...
Since we only used 2 independent variables (predictors), we can easily visualize decision boundaries using the following code to create a graph. # Specify a size of the mesh to be used mesh_size = 5 margin = 1 # Create a mesh grid on which we will run our model ...
However, at their worst, they can cause serious harm, leading to substantial financial and reputational losses. Through spam emails, bad actors conduct social engineering, spoofing, data theft and create all other kinds of trouble. To protect their clients from such malicious events, Internet ...