Model Calibration - Brier Score Explained скачать в хорошем качестве

Model Calibration - Brier Score Explained

The Brier Score is a way to verify the accuracy of a probability forecast. In this video I explain why the Brier Score is important and how it is computed. Also, I introduce the Brier Skill Score that is used to compare the calibration of statistical models. Related Videos ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ The Bias Variance Tradeoff:    • Bias-Variance Trade-off - Explained   Multivariate Normal Distribution:    • Multivariate Normal (Gaussian) Distri...   Estimated Calibrated Error (ECE):    • Model Calibration - Estimated Calibra...   Contents ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 00:00 - Problem Introduction 00:59 - Probability Predictions vs Decision Making 02:11 - The Brier Score 03:28 - The Brier Skill Score 04:04 - Outro Credits ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ In this video I used the following images: Black Man Relaxing on the Beach Cartoon Vector.svg from Wikimedia Commons by Videoplasty.com, CC-BY-SA 4.0. Weather-rain-thunderstorm.svg from Wikimedia Commons by The people from the Tango! project and Matasg, CC BY-SA 2.5. Follow Me ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 🐦 Twitter: @datamlistic   / datamlistic   📸 Instagram: @datamlistic   / datamlistic   📱 TikTok: @datamlistic   / datamlistic   Channel Support ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ The best way to support the channel is to share the content. ;) If you'd like to also support the channel financially, donating the price of a coffee is always warmly welcomed! (completely optional and voluntary) ► Patreon:   / datamlistic   ► Bitcoin (BTC): 3C6Pkzyb5CjAUYrJxmpCaaNPVRgRVxxyTq ► Ethereum (ETH): 0x9Ac4eB94386C3e02b96599C05B7a8C71773c9281 ► Cardano (ADA): addr1v95rfxlslfzkvd8sr3exkh7st4qmgj4ywf5zcaxgqgdyunsj5juw5 ► Tether (USDT): 0xeC261d9b2EE4B6997a6a424067af165BAA4afE1a #brierscore #modelcalibration