False Positive


In Data Science, a False Positive is a result that indicates a given condition has been met, when in fact it has not. It is a type of error that occurs when a model predicts the presence of a certain condition or feature, but in reality, it is not present. False positives can occur in various fields of Data Science, such as in binary classification problems, anomaly detection, and hypothesis testing. False positives can be problematic, as they can lead to incorrect conclusions and decisions. For example, in medical diagnosis, a false positive can lead to unnecessary treatments or surgeries, causing harm to the patient. To reduce the occurrence of false positives, various techniques can be used, such as adjusting the threshold of the model, using different evaluation metrics, or improving the quality of the data.


Your Previous Searches
Random Picks

  • MPI: MPI stands for Message Passing Interface. It is a standardized communication protocol used in parallel computing to enable multiple processes to communicate with each other. MPI is commonly used in high-performance computing (HPC) applicati ... Read More >>
  • Code Analysis: Code analysis is the process of automatically analyzing and reviewing source code to identify potential vulnerabilities, bugs, and other issues. It involves using specialized tools and techniques to scan code for security flaws, performance ... Read More >>
  • Malware Infections: Malware infections refer to the presence of malicious software on a computer system or network that can cause harm to the system or steal sensitive information. Malware can take many forms, including viruses, worms, Trojans, ransomware, spy ... Read More >>
Top News

Uber CEO Dara Khosrowshahi calls Elon Musk's vision for Tesla robotaxis 'pretty ...

Uber CEO Dara Khosrowshahi appeared on Friday's episode of the Hard Fork podcast, where he spoke about the future of the autonomous vehicle industry....

News Source: Business Insider on 2024-10-20

After Cynthia Erivo Called "Wicked" Fan Art "Offensive," Ariana Grande Has Offer...

"It's so much bigger than us."View Entire Post ›...

News Source: Buzzfeed on 2024-10-20

Google Research execs reveal how they use AI in their daily lives — and where ...

Google execs on the Research team told Business Insider their favorite uses of AI, like looking up products with Lens or translating pages....

News Source: Business Insider on 2024-10-20

Google DeepMind CEO Demis Hassabis explains what needs to happen to move from ch...

Demis Hassabis, the CEO of Google DeepMind, recently discussed what he thinks will be the next phase of AI after chatbots....

News Source: Business Insider on 2024-10-19

This is OpenAI CEO Sam Altman's favorite question about AGI...

Altman said artificial general intelligence will facilitate "scaffolding that exists between all of us."...

News Source: Business Insider on 2024-10-19