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- In machine learning, the X and Y sets are used in supervised learning algorithms1. X is a matrix of the features values, each column being one feature, and being known values. Each column of X is an independent variable. Y is a vector of the target values, being the values you want to try to predict. Y has only one column and is the dependent/target variable. A row in X and Y is one data sample2.
Learn more:✕This summary was generated using AI based on multiple online sources. To view the original source information, use the "Learn more" links.All supervised machine learning algorithms have an X and a Y. Our “X” set will compromise our independent variables, and a data frame or a matrix will usually represent this. Our “Y” set will have our dependent variable, again as either a data frame or a matrix. Supervised learning means we’re training algorithms using labeled data.enjoymachinelearning.com/blog/x-and-y-in-machin…X is a matrix of the features values, each column being one feature, and being known values. Each column of X is an independant variable. y is a vector of the target values, being the values you want to try to predict. y has only one column and is the dependant/target variable. A row in X anf y is one data sample.datascience.stackexchange.com/questions/105104… - People also ask
- DOI: https://doi.org/10.48550/arXiv.2109.00254
- Authors: Song, Chen-Hui, Gao, Qu-Cheng, Hou, Xu-Yang…
- Published: 2021/09/01
- RelatedEntitiesURL: https://arxiv.org/pdf/2109.00254.pdf
- Subject: Quantum Gases (cond-mat.quant-gas)
- Cite As: arXiv:2109.00254 [cond-mat.quant-gas]
We study the XY model on a spherical surface inspired by recently realized spherically confined atomic gases. Instead of a traditional latitude-longitude lattice, we introduce a much more homogeneous spherical lattice, the Fibonacci lattice, and use classical Monte Carlo simulations to determine spi...Explore further
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- Publish Year: 2020
WebNov 30, 2021 · Classical XY model is a lattice model of statistical mechanics notable for its universality in the rich hierarchy of the optical, laser, and condensed matter systems. We …
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WebThe XY model on a spherical surface, inspired by recently realized atomic gases trapped in a spherical shell, is analyzed here. Instead of a traditional latitude-longitude lattice, we …
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Machine learning of XY model on a spherical Fibonacci lattice
WebSep 1, 2021 · We study the XY model on a spherical surface by using Monte Carlo simulations and machine learning methods. Instead of a traditional latitude-longitude …
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WebAdam Green. Jun 07, 2019. In the previous post, [ [link]], we talked about our realization of the XY-model, tilted, smectic liquid crystals. In this post, we’ll go into a little more detail …
Machine learning of XY model on a spherical Fibonacci lattice
WebAbstract. We study the XY model on a spherical surface inspired by recently realized spherically confined atomic gases. Instead of a traditional latitude-longitude lattice, we …
WebarXiv:2109.00254v1 [cond-mat.quant-gas] 1 Sep 2021. Machine learning of XY model on a spherical Fibonacci lattice. Chen-Hui Song,1,2,3Qu-Cheng Gao,1Xu-Yang Hou, Xin …
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WebIn this paper, we apply machine learning methods to study phase transitions in certain statistical mechanical models on the two-dimensional lattices, whose transitions involve …
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WebApr 8, 2018 · Machine learning of phase transitions in the percolation and XY models. Wanzhou Zhang, Jiayu Liu, T. Wei. Published in Physical Review E 8 April 2018. …
Machine learning of XY model on a spherical Fibonacci lattice
WebSep 1, 2021 · [PDF] Machine learning of XY model on a spherical Fibonacci lattice | Semantic Scholar. Corpus ID: 237371708. Machine learning of XY model on a …
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WebIn this paper, we apply machine learning methods to study phase transitions in certain statistical mechanical models on the two dimensional lattices, whose transitions involve …
Machine learning of XY model on a spherical Fibonacci lattice
WebSep 1, 2021 · Machine learning of XY model on a spherical Fibonacci lattice. Chen-Hui Song, Qu-Cheng Gao, Xu-Yang Hou, Xin Wang, Zheng Zhou, Yan He, Hao Guo. We …
Machine learning of XY model on a spherical Fibonacci lattice
WebSep 1, 2021 · We study the XY model on a spherical surface inspired by recently realized spherically confined atomic gases. Instead of a traditional latitude-longitude lattice, we …
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