Using Python to draw ROC curve and AUC value calculation, rocauc
Preface
The ROC curve and AUC are often used to evaluate the merits of a binary classifier. This article will first briefly introduce ROC and AUC, and then use an example to demonstrate how to create a ROC curve and calculate AUC in python.
AUC Introduction
AUC (Area Under Curve) is a very common evaluation indicator in the Machine Learning binary classification model, compared with the
PHP date formatting, date calculation, and obtaining the start and end dates of the current week and month. PHP date formatting and date calculation as well as getting the current week, month header and end date PHP date format and date calculation as well as the PHP date format sample code when obtaining the previous week, month header and end date: ** PHP date
Vswitch board bandwidth calculation
Calculation Formula description
The backboard bandwidth of A vswitch is the maximum amount of data that can be transferred between the vswitch interface processor or interface card and the data bus. The backboard bandwidth indicates the total data exchange capability of a vswitch. The unit is Gbps. It is also called the switching bandwidth. The bandwidth of A vswitch ran
Title DescriptionDescription addition and subtraction is the basic operation in the calculation, although the rules are simple, but the number of bits is too many, it will inevitably make mistakes. The question now is: given any number of digits (no more than 1000 bits) of the addition and subtraction formula, give the correct result. To increase the speed, the result of the given operation is guaranteed to be a positive integer. input/output format i
Several power function calculation methods and Power Function MethodsIntroduction
We know that the Base e of the natural logarithm is defined as the following limit value:
This formula is suitable for some tests on power function calculation. The result is an approximate value of e, so you don't have to worry that the calculation result will overflow when n is l
Numerical calculation refers to the algorithm in the field of numerical analysis. Numerical analysis is a special study of data problems related to numerical and approximate values, and numerical calculation plays a particularly important role in the study of numeric analysis.polynomial interpolation is a method of calculating the approximate value of a function . Where the function value is known only on a
WPS Word is one of our common Office software, because of its simple, practical, so well received by the user's favorite. When we edit a document, we sometimes need to insert a table in the document, compare or assist some data, and then count some of the data in the table. For the calculation of the data in the table, we usually are accustomed to using Excel to operate, thus ignoring the WPS text in the table cal
In reality, the recommendation system is generally based on collaborative filtering algorithms, which usually need to calculate the user and user or project and project similarity, for data volume and data types of different data sources, need different similarity calculation method to improve the recommended performance, In Mahout, a large number of components are provided for computing similarity, and these components implement different similarity
Inductance (micro Heng) = the number of turns and the length of the coil cross-sectional areaInductance calculation formula collected online !!!First BatchCalculation of loaded electric inductance: coil FormulaImpedance (OHM) = 2*3.14159 * F (working frequency) * inductance (MH), set the 360ohm impedance required. Therefore:Inductance (MH) = impedance (OHM) Electrical (2*3.14159) Electrical F (operating frequency) = 360 electrical (2*3.14159) Electric
Similarity measurement between different samples is often needed for classification. The common method is to calculate the distance between samples ). The method used to calculate distance is very particular, and even related to the correctness of classification.
This article aims to summarize common similarity measurements.
Directory:
1. Euclidean distance
2. Distance from Manhattan
3. Distance from cherbihov
4. Min kowski distance
5. Standardized Euclidean distance
6. Markov di
Computer Composition 8 Storage hierarchy 8.7 calculation of storage capacityFor memory, we care about both its performance and its capacity. Now, there is some controversy over the calculation of memory capacity. What's going on here? Let's have a look together.We look at a strange thing about the U disk, one day I want to take some files on my computer with me. I first looked at the file size of a total of
If you use PHP +-*/to calculate the floating-point number, you may encounter some errors in the calculation results, such as Echo Intval (0.58*100), will print 57, instead of 58, this is actually the bottom binary system of the computer can not accurately represent a floating point number of a bug, is a cross-language, I also encountered this problem with Python. So basically most of the language provides a precise
check the settings on the first day.To understand these examples, let's first review the datediff and dateadd functions. The datediff function calculates the total number of time intervals between two dates, such as hour, day, week, month, and year. The dateadd function calculates a date and obtains a new date by adding or subtracting the time interval. For more information about datedi ff and dateadd functions and their time interval, read the Microsoft online help.Using the datediff and datea
the settings on the first day.To understand these examples, let's first review the datediff and dateadd functions. The datediff function calculates the total number of time intervals between two dates, such as hour, day, week, month, and year. The dateadd function calculates a date and obtains a new date by adding or subtracting the time interval. For more information about datedi ff and dateadd functions and their time interval, read the Microsoft online help.Using the datediff and dateadd fun
Thermal gain Calculation shprotification.v6.8.15.22+heat.balance.v6.12.27.36+cold.balance.v2.6.14.18andrey.shirshov.shprotification.v6.8.15.22andrey.shirshov.heat.balance.v6.12.27.36andrey.shirshov.cold.balance.v2.6.14.18The modern ASHRAE standard reference data is used for artificial illumination from people, devices, to determine heat input, translucent fencing coefficients (design different coloring or mirroring.andrey.shirshov.shprotification.v6.8
1. Customer said: Help me develop a compound interest calculation software.Customer proposed:2. If according to simple interest calculation, how much is the principal and interest?3. If a pension of $3 million is to be raised after 30, the average annual return is 3%, what is the amount of principal that must be invested now?Customers also want to:4. Interest rate is so low, compounding profits are so stron
assets be after 30 years? What if we switch to 3000 a month? (calculation method of fixed investment income)7. If a bank loan of 100,000 yuan, the annual interest rate of 6.5%, the term is 10, then the monthly equal and principal repayment amount? (For compounding conditions, the amount of the inferior amountWrite unit tests on US and compound interest calculation programs.What are the scenarios?Expected r
assets be after 30 years? What if we switch to 3000 a month? (calculation method of fixed investment income)7. If a bank loan of 100,000 yuan, the annual interest rate of 6.5%, the term is 10, then the monthly equal and principal repayment amount? (For compounding conditions, the amount of the inferior amountWrite unit tests on US and compound interest calculation programs.What are the scenarios?Expected r
TableView is a magical thing, so to speak, even if a beginner can play the TableView 6, the general requirements of the iOS is not a problem. TableView is a rotten control in everyday development, but there is some mystery about the dynamic row height of custom cells in TableView. This is mainly because of the method of estimating the height of the problem as an opportunity to write in this article on the analysis of several dynamic line high methods.Old methodNow the normal dynamic row height
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