Advise needed: Correlation between the independent variables and dependent variables.

2021.10.21 12:21 kayaaeee Advise needed: Correlation between the independent variables and dependent variables.

Hi all,
I'm currently tackling a regression problem where I'm trying to extract feature importances and would appreciate some advise. The question is, "which are the most important features for your dependent variable y?". My approach is to perform regression to then look at the feature importances. The data looks something like this:
Input features: X1, X2, X3, X4, X5, X6
Output: y
My dilemma is about the correlations between my input variables and my dependent variable. My input variables X1, X2 and X3, are highly correlated (0.95+) with each other and my dependent variable y. When looking at these three features, they seem redundant and "kind of explain the same thing" as y.
My approach so far has been to remove the correlated variables X1, X2 and X3 and train a non-linear model (XGBoost) to try to extract insights on any non-linear relationship between X4, X5, X6 and y. I have then concluded that X1, X2 and X3 are highly correlated with y, and therefore are redundant "no-brainer" variables and hence removed from the training set.
How would you approach this? I appreciate all thoughts and/or advises from anyone who has the time!
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2021.10.21 12:21 Melodic-Moose3592 Canadian tourist visa

My fiancée is trying to apply for a Canadian tourist visa to visit me, but all these stories here of deportations and entry denials is scaring me. Apparently, CBSA is very strict. She’ll have a return plane ticket and I can support her stay but I read that the fact that we are engaged is enough to send her back to Central America. She’s trying to give biometrics right now but the visa Center messed up her appointment date. She has a job, family, money, a US tourist visa and a passport full of stamps showing years of compliance with immigration rules. Anyone have experiences or advice with CBSA for these types of visits?
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2021.10.21 12:21 RedditRoamingHuman Left by old residents, adopted by me. What is it?

Left by old residents, adopted by me. What is it? submitted by RedditRoamingHuman to whatsthisplant [link] [comments]

2021.10.21 12:21 Elphaba15212 Does anyone have a Mont Blanc fountain pen I can borrow?

I'm going to a meeting to sign documents for a house closing.
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2021.10.21 12:21 pluviusdeus Have Tama, Roana, SSB? You've also got a Caides 13 comp.

Have Tama, Roana, SSB? You've also got a Caides 13 comp. submitted by pluviusdeus to EpicSeven [link] [comments]

2021.10.21 12:21 Joy_Bishwash বৈধ-অবৈধ যা-ই হোক, কোনো মুঠোফোন বন্ধ হবে না: মন্ত্রণালয়ের নির্দেশনা

বৈধ-অবৈধ যা-ই হোক, কোনো মুঠোফোন বন্ধ হবে না: মন্ত্রণালয়ের নির্দেশনা submitted by Joy_Bishwash to Bangladesh_News [link] [comments]

2021.10.21 12:21 DrRavous I wanna blush! Headpats are nice

I wanna blush! Headpats are nice submitted by DrRavous to aaaaaaacccccccce [link] [comments]

2021.10.21 12:21 Vinothd19 A/B Testing for improving a UX feature with the help of using ML

Hi , I got a university project , where we have to improve a feature to help users take better photos with the camera. The data we received has user id and timestamp of first opening of app and the time users uses the camera to take photos. The Camera usage is recorded in various steps with timestamp . 1.Opens camera 2.Takes photo detected 4.Photo blur retake. accepted. And some other columns like device name and location.
So we have to do power analysis for this and also need to do A/B Testing. Don't know where to start. A little help would be great.
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2021.10.21 12:21 Blue_that [WP] It has been five minutes since you have turned off the light in your bedroom and walked toward where your bed should be. You still haven't reached it.

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2021.10.21 12:21 SolidArk It's Insane How So Few Drivers Know This

It's Insane How So Few Drivers Know This submitted by SolidArk to AdviceAnimals [link] [comments]

2021.10.21 12:21 akunke8yanglaindiban 7 Lowongan Kerja Terbaru di PT Honda Prospect Motor untuk Lulusan SMA/SMK hingga S1, Daftar di Sini - Tribun Jabar

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2021.10.21 12:21 Due-Hunter9566 LUNE - 🐱 Luneko 🌙 - An Adorable Cat Memecoin with HUGE potential! Under 24hours old - POSSIBLE 100x+ - 100k Marketcap

I love to get in coins early for maximum possible returns. And this coin is EARLY! There has also been a ton of effort put into the coin and website (the art they've got is amazing!).
With how successful dog memecoins have been, I really feel like this one could be one of the first cat ones to really take off! We can also feel assured that there aren't gonna be any rugpulls because the developers have already locked the liquidity!
As transactions happen your stack of luneko tokens grow automatically as well! Giving a great incentive for people to HODL. The community is awesome so far too! With very responsive devs
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submitted by Due-Hunter9566 to CryptoMars [link] [comments]

2021.10.21 12:21 BenzoBuddy500 Posting alcohol pics on social media

This is a rant from a dry drunk (i.e. me): Are people who drink "normally" the ones who post pics of their booze? Or is it a subconscious sign that something's not quite right? I used to post pics of the "interesting" beers and wines I was drinking, until I realized I had a problem and now I cringe whenever I see a post with alcohol pics in it and jokes about "being an alcoholic".
I guess I'm feeling raw and thinking along the lines of triggers and not posting pics about steaks or cooking lobsters because the vegan viewers will get triggered and upset, so how about easing up on the booze pics? (I know, I could scroll past or just get off social media but I'm just thinking that alcohol is a trigger, just like raw steaks and nude paintings).
submitted by BenzoBuddy500 to stopdrinking [link] [comments]

2021.10.21 12:21 reddit_feed_bot The Hill: Watch live: Garland testifies on Justice Department oversight

The Hill: Watch live: Garland testifies on Justice Department oversight submitted by reddit_feed_bot to TheNewsFeed [link] [comments]

2021.10.21 12:21 jdh12396 I spent a couple hours making this Deltarune poster parody based off a dumb idea I had.

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2021.10.21 12:21 RelapsingEmu Which foreign bands/artists would you like to see tour the UK?

I was thinking about this when looking at tour dates for Die Ärzte (unless they add something else).
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2021.10.21 12:21 Best_Needleworker_43 There’s never been a more relatable quote about the chores of adulthood than this one.

There’s never been a more relatable quote about the chores of adulthood than this one. submitted by Best_Needleworker_43 to bluey [link] [comments]

2021.10.21 12:21 adrunktherapist Days Go By

I am sad to see the days go by
Said he sounding rather blue
I am sad to see the days go by
But happy they are spent with you
Time cares not of our tired brow
Or the baby that shines anew
So let’s cherish our here and now
under amber skies so true
‘Cause I’m sad to see those days go by
But happy they were spent with you
submitted by adrunktherapist to OCPoetry [link] [comments]

2021.10.21 12:21 szlice 31 [M4F] - East coast US - times are crazy and maybe we both need a laugh

I don't really know exactly what I am looking for but I would love to have someone to chat with sometimes about just anything we may have going on. I try not to be high maintenance so it doesn't have to be every 5 seconds and I tend to ramble on occasionally so hopefully you do not mind. I like to ask a gazillion weird questions about socks, movies, baked items, and other random things so just a heads up.
I am a generally positive person so if you need a hype guy I can do that but some days beat me down too so I am feeling the pressure like most of us are right now. I listen to almost every genre of music, enjoy anything creative, love animals, hate soup, and I can make some of the best pancakes you'll ever eat. I always struggle to tell jokes on the spot but I have a ton of funny stories that always seem to happen around me.
If you read this far hope you have a fabulous day.
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2021.10.21 12:21 ScratchyCow NFL Week 7 Discussion

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2021.10.21 12:21 JJIlg The ReDawn Trailer has just been released

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2021.10.21 12:21 Erutious Lady Dragora

Lady Dragora submitted by Erutious to Erutious [link] [comments]

2021.10.21 12:21 Professional-Taro525 SHIBA BLACK 🐶 | Boost!| Stealth Launched 10 Minutes | LP Locked | 🔥 Small MC | Marketing More Later Today! | Coinsniper First Page! | 10+ Hodlers

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submitted by Professional-Taro525 to AllCryptoBets [link] [comments]

2021.10.21 12:21 SUPERSAMB03 Dealing with Manticore heavy List?

Hi guys, relatively new craftworlds player here. Has anybody found a good strategy for dealing with an imperial guard Manticore spam list? I'm open to all ideas. This opponent has had my number lately, and he is very good at screening deepstrike units so that option doesn't really work against him.
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2021.10.21 12:21 NorwegianCCPbot Juche drip

Juche drip submitted by NorwegianCCPbot to GenZedong [link] [comments]