درجہ بندی کے ماڈلز کا اندازہ لگانے کے لیے عام طور پر کون سا میٹرک استعمال کیا جاتا ہے اور تمام مثبت مثالوں کے لیے صحیح پیش گوئی کی گئی مثبت مثالوں کے تناسب کی نمائندگی کرتا ہے؟
The metric that is commonly used to evaluate classification models and represents the ratio of correctly predicted positive instances to all positive instances is recall.
Recall is a measure of a classifier’s completeness, and it is also known as sensitivity, hit rate, or true positive rate (TPR).
The formula for recall is the number of true positives divided by the sum of true positives and false negatives.
Spanning Tree Protocol (STP) is a network protocol that ensures a loop-free topology in a switched LAN (Local Area Network) with redundant paths. Its primary purpose is to prevent switching loops, which can cause network instability, packet duplication, and broadcast storms.
STP achieves this by:
Creating a spanning tree topology
Blocking redundant paths
Ensuring a single path for data transmission
By preventing switching loops, STP ensures a stable and efficient network operation.
Telnet is a text-based computer protocol that allows users to remotely access and manage a computer or network device. It uses a command-line interface (CLI) to send and receive text-based commands and responses. Telnet is a client-server protocol, where the user's device acts as the client and the remote device acts as the server.
Telnet is typically used for:
Remote access to servers, routers, and other network devices
Command-line interface (CLI) access to network devices
The SERIALIZABLE isolation level is the strictest transaction isolation level provided by SQL Server. It ensures that transactions are executed in a serialized manner, as if they were the only transaction operating on the database. This means that:
No other transactions can modify data being read by a transaction.
No other transactions can insert new data that would affect the results of a transaction.
No other transactions can delete data that a transaction is using.