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Logistic Regression Fitting some data points with a straight line awakens. The process of fitting is called regression, and this straight line is called the best fit line. The main idea of using classification is to establish regression formulas to classify boundary lines based on existing data. The term "regression" here derives fr ...

Study several DEMO The first lecture should be basic grammar, but it seems too boring to speak seriously. Here are a few examples. DEMO1 Dim YourName ' dimension the variable YourName = InputBox("Hello! What is your name?") ' ask for the user's name MsgBox "Hello " & YourName & " ! Pleased to meet you." ' display a greeti ...

Catalogue of series articles Near infrared spectroscopy is a cross cutting field, which requires cooperation in chemistry, computer science, bioscience and other fields. Therefore, under the guidance of (teacher Yang Huihua team of Beijing University of Posts and Telecommunications), we are preparing to open source the traditional classical al ...

Hello, everyone. Today I'd like to share with you the logical regression algorithm in python machine learning. The main contents include: (1) Algorithm principle; (2) Accuracy and recall; (3) Case application -- cancer case prediction. At the end of the paper, there are data sets and complete python code 1. Concept understanding Logistic r ...

Note: This is a machine learning practical project (with data + code). If you need data + complete code, you can get it directly at the end of the article. 1. Project background         For the fault diagnosis of semiconductor etcher, it is necessary to collect and obtain the data of the etching process o ...

order The best way to represent data depends not only on the semantics of the data, but also on the type of model used. linear model With tree based models (e.g Decision tree，Gradient lifting tree and Random forest )It is a very common model with many members. They have very different properties when dealing with different feature representat ...

Basic overview of object oriented Object oriented programming (OOP): more extensible and readable. Object oriented programming encapsulates data and operation data into objects. The way of organizing code and data is closer to human thinking and improves programming efficiency.python supports many programming paradigms such as object-oriented, ...

Problem description Question No.:202012-2Test title:Optimal threshold of period end forecasttime limit:1.0sMemory limit:512.0MBProblem Description: Topic background Considering that the safety index is an integer in a large range and the side dishes are likely to be confused about whether they are really safe, Dunton decided to set a threshold ...

1. Difference between = = and is ==Operator compares values between objects for equality.The is operator compares whether the identities of objects are equal, that is, whether they are the same object and point to the same memory address. In Python, the identity of each object can be obtained through the function id(object). Therefore, the is ...

Today we demonstrate how to use Keras, Redis, Flask, and Apache for in-depth learning in a production environment Over the years, Dega has also sorted out a lot of learning materials about artificial intelligence (including learning roadmap, two deep learning framework videos, image recognition, OpenCV, computer vision, deep learning and neura ...