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Domain: en.m.wikipedia.org Added: 2025-07-13 Status: βœ“ Success
pattern recognition,classification,machine learning,object detection,information retrieval,reference,en.m.wikipedia.org,knowledge
In pattern recognition, information retrieval, object detection and classification (machine learning), precision and recall are performance metrics that apply to data retrieved from a collection, corp...
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How to measure the accuracy of forecasts
https://longform.asmartbear.com/forecast/
How to measure the accuracy of forecasts β€œThere’s a 30% chance of rain today.” And then it didn’t rain. So, was the forecast accurate? Or it did rain....
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Estimating from No Data: Deriving a Continuous Score from Categories
https://towardsdatascience.com/estimating-from-no-data-deriving-a-continuous-score-from-categories/
It has proven trivial to train a neural net to predict one of the three outcomes from the 8 features with almost complete accuracy. However, the healt...
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Building with Humility
https://www.matroid.com/building-with-humility/
Building with Humility John Goddard | July 31st, 2025 How a product can get it right when machine learning gets it wrong Introduction Silicon Valley i...
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Metrics that cannot even be measured in retrospect
https://longform.asmartbear.com/unmeasurable-metrics/
Metrics that cannot even be measured in retrospect Some things cannot be measured, even after months pass and we have all the facts and data and analy...
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Statistical Formulas For Programmers
https://www.evanmiller.org/statistical-formulas-for-programmers.html
Statistical Formulas For Programmers By Evan Miller May 19, 2013 Being able to apply statistics is like having a secret superpower. Where most people ...
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For probabilities, use Fermi numbers, not words
https://longform.asmartbear.com/probability-words/
For probabilities, use Fermi numbers, not words Probability words Words have fuzzy meanings (Figure 1), but that alone doesn’t mean words are useless....
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Stepwise Selection Made Simple: Improve Your Regression Models in Python
https://towardsdatascience.com/model-selection-in-linear-regression/
To get the most out of this tutorial, you should already have a solid understanding of how linear regression works and the assumptions behind it. You ...
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Max Lin on finishing second in the R Challenge
https://medium.com/kaggle-blog/max-lin-on-finishing-second-in-the-r-challenge-520a7d785beb?source=rss----4b0982ce16a3---4
Max Lin on finishing second in the R Challenge I participated in the R package recommendation engine competition on Kaggle for two reasons. First, I u...
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Fermi ROI: Fixing the ROI rubric
https://longform.asmartbear.com/roi-rubric/
Fermi ROI: Fixing the ROI rubric β€œDelivering maximum value in minimum time” sounds wise, but it’s not exactly a stunning insight. It’s not like we’re ...
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Building Confidence: A Case Study in How to Create Confidence Scores for GenAI Applications
https://engineering.atspotify.com/2024/12/building-confidence-a-case-study-in-how-to-create-confidence-scores-for-genai-applications/
Building Confidence: A Case Study in How to Create Confidence Scores for GenAI Applications TL;DR Getting a response from GenAI is quick and straightf...
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