problems calculating precision and recall Understanding the Problems in Calculating Precision and Recall Calculating precision and recall is vital for evaluating the performance of classification models 3 min read 21-09-2024 18
Why do the sensitivity (recall) values differ between classification_report and precision_recall_fscore_support in a loop? Understanding the Discrepancies in Sensitivity Recall Values Between classification report and precision recall fscore support in Python When working with class 3 min read 15-09-2024 20
How do I evaluate a text summarization tool? Evaluating Text Summarization Tools Beyond Time Saved Evaluating the effectiveness of a text summarization tool goes beyond simply measuring the time saved for 2 min read 07-09-2024 24
How to get the accuracy of an evaluation object in weka java? Extracting Accuracy from Weka Evaluation Objects A Comprehensive Guide When working with machine learning tasks in Java using Weka you often employ cross valida 2 min read 05-09-2024 30
Does php evaluate the second argument of an or statement if the first evaluates to false? Understanding PHPs Short Circuit Evaluation A Deep Dive into and and and In programming short circuit evaluation is a powerful optimization technique that can s 2 min read 05-09-2024 21
Is it guaranteed that all forms of Undefined Behavior are caught when evaluating a constant expression Demystifying Undefined Behavior in Constant Expressions A Deep Dive The world of C can be a tricky one especially when it comes to undefined behavior UB One com 2 min read 04-09-2024 17
Hugging Face Transformers do_train and do_eval Understanding do train and do eval in Hugging Face Transformers Hugging Faces Transformers library has become an essential tool for developers working with natu 3 min read 03-09-2024 17
Evaluation of answers obtained from RAG architecture with RAGAS without OPENAI keys Evaluating RAG Architectures Without Open AI Keys A Practical Guide Building a chatbot using a Retrieval Augmented Generation RAG architecture with open source 3 min read 03-09-2024 19
why does the f1 score declines from 1.0 to 0.0? Understanding the F1 Score Drop in YOL Ov8 Confidence Curves When evaluating a multi class YOL Ov8 model you might observe a peculiar phenomenon in the F1 confi 2 min read 28-08-2024 23