Linear discriminant analysis (LDA) is a supervised learning algorithm used for classification and dimensionality reduction in machine learning. It aims to find a linear combination of features that best separates different classes in a dataset. LDA maximizes the distance between class means while minim...
For a single value, we can use linear regression. Also, our aim of this prediction model is to find if a person is diabetic or not. Hence, this falls under classification. Search for Classification, and under the category we will be able to find this algorithm Step 10: It is now time...
Working memory (WM), a core component of executive functions, relies on a dedicated brain system that maintains and stores information in the short term. While extensive neuroimaging research has identified a distributed set of neural substrates relevant
Performance of the European Working Group on Sarcopenia in Older People algorithm in screening older adults for muscle mass assessment Background: there is a lack of consensus on the diagnosis of sarcopenia. A screening and diagnostic algorithm was proposed by the European Working Group on... Loure...
Cannot retrieve latest commit at this time. History 149 Commits 📈 Awesome Time Series 📉 A collection of resources for working with sequential and time series data 📦 Packages Python Libraries for working with dates and times. astralPython calculations for the position of the sun and moon....
The execution duration for a new job is predicted by looking up prior observations in the according category and aggregating them either by using the arithmetic mean or by regression over the number of assigned processors. A genetic algorithm is used to determine the metadata features to group by...
A similarly switchable system was recently obtained (as one among many other examples) in ESNs by a novel RC training algorithm which may operate simultaneously on the reservoir and the readout, and which has unprecedented stability properties; see (Sussillo & Abbott, 2009). In this system, ...
Aiming at the problem that it is difficult to determine the reasonable working resistance of support in fully-mechanized top coal caving face with large mining height, this paper discusses it from the perspective of preventing rib spalling of coal wall, and holds that the support resistance of wo...
Maximum-Likelihood Decoding Algorithm Maximum-Likelihood Decoding of Algebraic Geometry Codes Maximum-Likelihood Decoding of Reed-Solomon Codes Maximum-Likelihood Decoding Problem Maximum-Likelihood Differential Detection Maximum-Likelihood Digital Sequence Estimation ...
We used this adaptive algorithm to define a time window for a gamma incident to stably accommodate the whole time window in which the gamma power elevated. Note that a similar procedure was used in a previous study but with a fixed time window (Colgin et al., 2009). This procedure was ...