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Another attempt at Kaggle's M5 forecasting competition, this time finally taking a common ML approach. For those without context, the data is given with each (product, store, sales from 1000+ days) as one row, and in order for us to do interesting feature engineering we need for it to be (product, store, day number x, sales) for each day.
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Jul 21, 2020 · Kaggle M5 Forecasting - Accuracy/Uncertaintyの解説、及び、私の解法の説明です。 Accuracy 75位(銀)、Uncertainty 4位(金、in the money)です。 SlideShare uses cookies to improve functionality and performance, and to provide you with relevant advertising.. -
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Kaggle Competitions Master, without commercial experience, data science, machine learning, natural language processing, computer vision Appraiser at TERMIN LTD National Bank of Ukraine Banking University Lviv Banking Institute. -
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The long read: DNP is an industrial chemical used in making explosives. If swallowed, it can cause a horrible death – and yet it is still being aggressively marketed to vulnerable people online -
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After his triumph on Strictly Come Dancing in 2018 with now girlfriend Stacey Dooley, ‘Kevin from Grimsby’ was king of the ballroom world. Then he quit the show. Has lockdown tempted him back?
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A tutorial for Kaggle's Titanic: Machine Learning from Disaster competition. Demonstrates basic data munging, analysis, and visualization techniques. Shows examples of supervised machine learning techniques. -
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Kaggle M5 Walmart sales unit time series forecast featured competition I’m planning to create a video document series on every step I take in this competition. Starting from understanding the competition to making the forecasts..
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The rapper has entered the race for the White House invoking his religious beliefs. Prof Josef Sorett looks at whether West’s presidential bid is anything more than a stunt
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Jan 12, 2021 · My M5 Kaggle competition solution (Top 14%). This is an overview of my final solution for the M5 Forecasting — Accuracy Kaggle competition. (full code is available on Github) I did not get a medal or any prize whatsoever for my final submission, but if you read on, you will get to see another way of thinking and some ideas that you can use in ....
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above issues was announced in the form of the M5 competition, which will take place on t he online data science platform Kaggle 1 (M Open Forecasting Center, 2019).
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谈到时序预测,2020年kaggle上举办的那场M5沃尔玛销量预测比赛肯定是最值得学习的,有人甚至直接根据这场比赛写了两篇论文(见文末)发在 International Journal of Forecasting上,来总结这场比赛用到的一些方法,这里就把论文中的一些关键发现列出来供学习参考. Here in order to forecast sales we have taken different window size.Let say window size = 14 days than sales on a given day are predicted based on the average sales of the last 14 days. ( window : hyper-parameter). After hyper-parameter. -
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