Evaluating OpenAI GPT 4.1 for Text Summarization and Classification Tasks Programming Computer Science by usmanmalik57 … binary labels using the `parse_outputs_to_dataframe()` function. Next, we calculate hamming loss and accuracy, two commonly used criteria for multiclassification problems, to…, predictions) print(f"Subset Accuracy: {subset_accuracy}") ``` **Output:** ``` Hamming Loss: 0.18 Subset Accuracy: 0.28 ``` The output shows that… Re: What Happened When We Applied Psychology-Backed Tweaks to a Funnel? Digital Media Digital Marketing by graceweb It’s amazing how just a few strategic changes can turn a struggling funnel into a success story. The emphasis on trust signals and emotional storytelling really resonates—those elements create a connection that can be the deciding factor for prospects. Thanks for highlighting those key takeaways! It’s a good reminder that sometimes it’s not … Re: How to Implement Lazy Loading for Faster Web Portals Programming Web Development by Dani … up to *you* to determine if that is an acceptable loss. I don't think they make that determination for you… Re: How to Implement Lazy Loading for Faster Web Portals Programming Web Development by jkon … its audience, because 0.5% is not "an acceptable loss" by any metric. I don’t get the "… Re: What Happened When We Applied Psychology-Backed Tweaks to a Funnel? Digital Media Digital Marketing by asadkhan12 Your post perfectly highlights the power of behavioral psychology in funnel optimization! The results speak for themselves—small yet strategic psychological tweaks can make a massive impact on conversions. Trust signals, emotional storytelling, and cognitive ease are often overlooked but make all the difference. The way you broke down each … Re: ‘Advanced AI should be treated similar to Weapons of Mass Destruction’ Community Center by rproffitt UPDATE: Feb 4, 2025 — Google on Tuesday updated its ethical guidelines around artificial intelligence, removing commitments not to apply the technology to weapons or surveillance. Loss of internet/router homepage Hardware and Software Networking by chardar … suggests there should be plenty of spare bandwidth. When this loss of connectivity happens the router homepage is also inaccessible so… Custom Loss Functions in PyTorch: A Comprehensive Guide Programming Computer Science by usmanmalik57 …# Calculate the mean of the weighted errors loss = torch.mean(weighted_error) return loss ``` This `custom_mse_loss` function can be particularly… batch optimizer.zero_grad() y_pred = model(x) # calling custom loss funciton. loss = custom_mse_loss(y_pred.squeeze(), y) # squeeze to match y'… Worse government data loss ever caused by a bit of a muddle say police Hardware and Software Networking by happygeek …that no one can be blamed for the HMRC data loss, but rather it happened as a result of the …from McAfee comments: [QUOTE]“With a growing volume of data loss incidents occurring, businesses have to recognise the value of their…boss’s responsibility to protect data [*]Since the HMRC data loss incident, 80 per cent of IT managers have tightened … Re: Packet loss & Slow WAN Hardware and Software Networking by cgeier The following may be of interest: [Packet loss](http://en.wikipedia.org/wiki/Packet_loss) Here are a few… ideas. **Possible issue 1:** Packet loss due to network flooding. This could be caused by a…:** Unhook all computers except for one, and test for packet loss. Repeat for the other two computers. Repeat test using a… valgrind error : blocks are possibly lost in loss record Programming Software Development by liveshell … "537 bytes in 19 blocks are possibly lost in loss record 12 of 12" Following is the code: CManager…]==3152== 537 bytes in 19 blocks are possibly lost in loss record 12 of 12 ==3152== at 0x4020B65: operator new(unsigned… Array returns float precsion loss error Programming Software Development by jems5 Why does parsing a float into array cause precision loss error. I am trying to sort data from a text … text, integers and float numbers. Using the for statement causes loss of precision errors. How do I correct this please. [CODE… Weird memory loss with simple for-loop Programming Software Development by goocreations …: progress = 1; then I also don't have a memory loss. 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What does that even mean… Re: Percentage of loss Community Center Geeks' Lounge by ChrisHunter … at £100 and the seller sells it for a 10% loss on the the on the marked price, what is that… 10 = 10 <---- Stick a % on that and that 10% loss of a £100 item. This can easily be googled so… Re: Coping with Internet loss Hardware and Software by <M/> wow, i thought the loss of people would be greater than internet loss. Very interesting data but i have to agree with it. If facebook didn't exist, that 38% would become 14%.... Re: Percentage of loss Community Center Geeks' Lounge by ElliotNorton Suppose a man has been bought a thing for price P and his selling price is PS. Suppose PS is n% less than that of P and if that person sells that thing for 10% less than PS, then the loss in actual price is very consfusing. If you give the values, then it will be easy to do. Massive Hard Drive Space Loss Hardware and Software Microsoft Windows by NiTeHaWk4787 … back lol. So any suggestions? 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