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相关概念视频

Mean free path and Mean free time01:22

Mean free path and Mean free time

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Consider the gas molecules in a cylinder. They move in a random motion as they collide with each other and change speed and direction. The average of all the path lengths between collisions is known as the "mean free path."
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Path Between Thermodynamics States01:21

Path Between Thermodynamics States

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Consider the two thermodynamic processes involving an ideal gas that are represented by paths AC and ABC in Figure 1:
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Interference: Path Lengths01:10

Interference: Path Lengths

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Consider two sources of sound, that may or may not be in phase, emitting waves at a single frequency, and consider the frequencies to be the same.
Two special sources may be considered when they are in phase. This can be easily achieved by feeding the two sources from the same source. An example would be synchronizing the two speakers by feeding them with the same source, such as the sound waves produced by a tuning fork. This setup ensures that the two sources have the same frequency and are...
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Nuclear Stability03:18

Nuclear Stability

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Protons and neutrons, collectively called nucleons, are packed together tightly in a nucleus. With a radius of about 10−15 meters, a nucleus is quite small compared to the radius of the entire atom, which is about 10−10 meters. Nuclei are extremely dense compared to bulk matter, averaging 1.8 × 1014 grams per cubic centimeter. If the earth’s density were equal to the average nuclear density, the earth’s radius would be only about 200 meters.
To hold positively charged protons together...
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RNA Stability01:53

RNA Stability

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Intact DNA strands can be found in fossils, while scientists sometimes struggle to keep RNA intact under laboratory conditions. The structural variations between RNA and DNA underlie the differences in their stability and longevity. Because DNA is double-stranded, it is inherently more stable. The single-stranded structure of RNA is less stable but also more flexible and can form weak internal bonds. Additionally, most RNAs in the cell are relatively short, while DNA can be up to 250 million...
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Behavior of Gas Molecules: Molecular Diffusion, Mean Free Path, and Effusion03:48

Behavior of Gas Molecules: Molecular Diffusion, Mean Free Path, and Effusion

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Although gaseous molecules travel at tremendous speeds (hundreds of meters per second), they collide with other gaseous molecules and travel in many different directions before reaching the desired target. At room temperature, a gaseous molecule will experience billions of collisions per second. The mean free path is the average distance a molecule travels between collisions. The mean free path increases with decreasing pressure; in general, the mean free path for a gaseous molecule will be...
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MPI CyberMotion Simulator: Implementation of a Novel Motion Simulator to Investigate Multisensory Path Integration in Three Dimensions
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集成的路径稳定性选择.

Omar Melikechi1, Jeffrey W Miller1

  • 1Department of Biostatistics, Harvard T.H. Chan School of Public Health.

Journal of the American Statistical Association
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PubMed
概括
此摘要是机器生成的。

本研究引入了一种新的稳定性选择方法,该方法集成了稳定性路径,通过产生更强的假正边界和选择更多真正值而显著改善特征选择,而不会增加计算成本.

关键词:
在 Bootstrap 中使用 Bootstrap.错误控制的错误控制方法功能选择 功能选择在重新抽样时进行重新抽样.选择变量的选择变量.

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科学领域:

  • 统计学学习 统计学学习
  • 生物信息学是一种生物信息学.
  • 计算生物学 计算生物学

背景情况:

  • 稳定性选择是增强特征选择算法的关键技术.
  • 它为实际控制提供了预期假阳性 (E(FP)) 的理论界限.
  • 当前的方法往往选择有限的特征,因为宽松的E ((FP)) 界限.

研究的目的:

  • 开发一种新的稳定性选择方法.
  • 为了实现更强大的上限E(FP) 对于改进的特征选择.
  • 在不影响假阳性控制的情况下增加确诊的真实阳性的数量.

主要方法:

  • 引入了一种新的稳定性选择方法,通过整合稳定性路径而不是最大化它们.
  • 分析了该方法的计算复杂性,并与现有的算法进行了比较.
  • 将新方法应用于模拟和真实世界癌症研究数据.

主要成果:

  • 与以前的方法相比,这种新的方法产生了显著更强大的E () 的上限.
  • 这导致给定E (FP) 目标的真正阳性显著增加.
  • 该方法的计算效率与最初的稳定性选择相比较.

结论:

  • 综合稳定路径方法为特征选择提供了更有效的策略.
  • 这种方法通过改善假阳性控制和增加真阳性识别来提高稳定性选择的性能.
  • 该方法通过模拟和其在癌症基因组学研究中的应用得到验证.