tic-douloureux
发表于 2025-3-26 23:04:54
Advanced Methods and Topics of Regressionere, the emphasis was on simple formulation that is easy to understand. However, machine learning regression offers many more methods and tools than already introduced. To this end, we will introduce model formulations that can easily be generalized and that additionally can also be efficiently impl
MEAN
发表于 2025-3-27 03:31:27
Supervised Classificationlearning, and the goal is to learn how to sort data into different categories. While the ML methods are quite different from those used for regression, the fundamental aspects of learning are similar. In this chapter, we start with a detailed introduction of classification based on intuitive, rule-b
拒绝
发表于 2025-3-27 08:59:29
Unsupervised Learninglearning only consist of numerical features but do not contain any target values. In this chapter, we discuss two large classes of methods: clustering methods that try to find data points that “have something in common” and dimensionality reduction methods, which transform the data into another repr
内向者
发表于 2025-3-27 13:16:02
Machine Learning Techniquese training process efficient and effective. In many times, it is even those techniques and technical aspects that make a problem solvable in the first place. This chapter introduces some of these techniques and covers topics ranging from feature engineering and feature importance, training, testing,
MONY
发表于 2025-3-27 14:28:09
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大炮
发表于 2025-3-27 21:02:39
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phytochemicals
发表于 2025-3-27 23:54:51
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未完成
发表于 2025-3-28 03:50:00
Stefan Sandfeldsotopic measurements to pro blems in earth science. In the process of organizing to do this, I realized that the research in this field had produced a need for an updated review of the underlying paradigms. This need had arisen because of the special properties of the samarium-neodymium isotopic sy
连锁
发表于 2025-3-28 08:45:37
Stefan Sandfeldmation about the chemical composition of magma sources. Oceanic basalts present the possibility of applying the isotopic data for this purpose in a relatively straightforward way because there is little likelihood that the magmas are modified by contamination with old continental crust between the t
泄露
发表于 2025-3-28 13:14:40
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