consistency

AI (Dall-E) generated depiction of the topicA small step towards the big leap of reproducible machine learning scienceIn this post, we explore how the Python package mlscorecheck can be used for testing the consistency between reported machine learning performance scores and the accompanying descriptions of experimental setups.Disclaimer: the author of this post is the author of the mlscorecheck package.What is the consistency testing of performance scores?Assume you come across accuracy (0.9494), sensitivity (0.8523),…

The Internet of Things (IoT) has ushered in a new era of connectivity, allowing a multitude of devices to communicate and share data. However, the vast and diverse nature of IoT data sources poses significant challenges in terms of data accuracy and consistency. Data fusion and management have emerged as critical components in addressing these challenges, ensuring that the information collected from IoT devices is reliable and useful. In this technical article, we delve into key aspects of data fusion and management in…

The weather is colder and the nights are longer, which makes it a great time to look for "shooting stars."And this week is the peak of the annual Geminid meteor shower, one of the best shows of the year.A major meteor shower occurs nearly every month, where we can expect anywhere from five to 150 meteors an hour, under ideal conditions. And that's what makes the Geminids so special: in ideal conditions, under dark skies, there could be upward of 100 to 150 meteors an hour.We get meteor showers when Earth passes through a…

Credit: Pixabay/CC0 Public Domain After violent incidents such as police shootings, and around annual observances like Black History Month, why do some corporate expressions of solidarity with marginalized groups register as genuine, while others may seem performative or even backfire? An analysis of statements by Fortune 500…

Wordle 761 answer for July 20: The key to consistent progress is building a robust strategy that helps you solve puzzles on a regular basis. Some players have spent hours trying to find out a starting word based on the previous Wordle answers. So, they added the words to an algorithm and found out the word 'Crane' contains letters that have been used in Wordle the most number of times. So, if you use this starting word, there is a very high chance that you will end up with at least one yellow or green letter. And while…

The ever-growing landscape of reality TV continues to electrify folks who gravitate towards that intriguing sub-genre. However, with Netflix’s recent trend of putting the proverbial dagger through the hearts of many television series, reality TV fans that eat that specific content up like hotcakes will be disappointed to learn that Netflix has abruptly canceled Snowflake Mountain after just one season. As per Deadline, the interactive series has apparently been canned by the streaming service after first premiering on…

President Bola Tinubu has assured the business community of his government’s commitment to policy consistency and a better business climate to attract investment. The president spoke Monday while receiving the delegation of the Shell Petroleum Development Company (SPDC) led by the Global Upstream Director, Zoe Yujnovic, at the State House, Abuja. President Tinubu welcomed the SPDC’s offer for more investments in the Nigerian oil and gas sector, adding that such investments are needed now more than ever to enable…

Wordle 732 answer for June 21: Most veteran players have their own strategy to approach the puzzles and solve them. And some of them are really ridiculous. Some players have spent hours trying to find out a starting word based on the previous Wordle answers. So, they added the words to an algorithm and found out the word 'Crane' contains letters that have been used in Wordle the most number of times. So, if you use this starting word, there is a very high chance that you will end up with at least one yellow or green…

Not to be confused with a social fitness meetup app, a running route app, and also a walking competition app that each share the same name, Stride is a clever exercise encouragement app that uses gamification to get you outside.Based around an addictive territory-capturing game, while most run tracking apps look to push you towards setting personal bests, Stride instead encourages an arguably more valuable target – consistency.Once you’ve gone through a quick setup process, you’re provided with a map of your locale…

Wordle 683 answer for May 3: The key to consistent progress is building a robust strategy that helps you solve puzzles on a regular basis. Some players have spent hours trying to find out a starting word based on the previous Wordle answers. So, they added the words to an algorithm and found out the word 'Crane' contains letters that have been used in Wordle the most number of times. So, if you use this starting word, there is a very high chance that you will end up with at least one yellow or green letter. And while…