Bagging random forest9/12/2023 ![]() Seems to be a contradiction which I have not sorted out yet. Your answer however seems to make sense, and in the right plot of Fig 15.10 we can see that the green horizontal line, which is the squared bias of a single tree, is way below the bias of a random forest. Elements of Statistical Learning 2nd Ed, Chapter 9.2.3. Both limitations leads to higher bias in each tree, but often the variance reduction in the model overshines the bias increase in each tree, and thus Bagging and Random Forests tend to produce a better model than just a single decision tree.Īccording to the authors of "Elements of Statistical Learning" (see proof below):Īs in bagging, the bias of a random forest is the same as the bias of Again, higher bias occurs in each tree.Ĭonclusion: Both situations are a matter of limiting our ability to explain the population: First we limit the number of observations, then we limit the number of variables to split on in each split. we limit the number of variables to explain our data with. I will accept the answer on 1) from Kunlun, but just to close this case, I will here give the conclusions on the two questions that I reached in my thesis (which were both accepted by my Supervisor):ġ) More data produces better models, and since we only use part of the whole training data to train the model (bootstrap), higher bias occurs in each tree (Copy from the answer by Kunlun)Ģ) In the Random Forests algorithm, we limit the number of variables to split on in each split - i.e. But why does this lead to an increase in bias of the individual trees in Bagging / Random Forests?Ģ) Furthermore, why does the limit on available variables to split on in each split lead to higher bias in the individual trees in Random Forests? This leads me to the two following questions:ġ) I know that with bootstrap sampling, we will (almost always) have some of the same observations in the bootstrap sample. Thus, the prediction accuracy is only increased, if the increase in bias of the single trees in Bagging and Random Forests is not "overshining" the variance reduction. Both Bagging and Random Forests use Bootstrap sampling, and as described in "Elements of Statistical Learning", this increases bias in the single tree.įurthermore, as the Random Forest method limits the allowed variables to split on in each node, the bias for a single random forest tree is increased even more. an unpruned decision tree) it has high variance and low bias.īagging and Random Forests use these high variance models and aggregate them in order to reduce variance and thus enhance prediction accuracy. If we consider a full grown decision tree (i.e.
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Wot blitz t57 heavy9/12/2023 ![]() The Automatic loader was located in the back of a massive tower, and consisted of the feeder drum with 8 rounds. Secondly, it allows the use of a relatively simple auto-loader fed by multiround magazines, achieving a very high rate of fire for as long as the magazines were loaded. Firstly it allows for a smaller turret volume, as no internal space is needed for the vertical movement of the gun breech. This method of elevation has two main advantages. The horizontal movement of the gun, traversing, is conventional, but the vertical movement, elevation, is achieved through the pivoting of the entire upper section with respect to the lower section. ![]() The oscillating turret design, lacking a conventional gun-mantlet, is in two separate parts, with an upper and lower part connected by two hinge bolts or pivots, the gun being fixed within the upper section. The new American tank, designated T57 (according to the American post-war terminology - "120-mm gun tank T57“), was based on the chassis of the T43 tank (a prototype that further evolved into the M103) with a brand new oscillating turret that hosted a powerful 120 mm T123E1 gun. In October 12, 1951, a decision was made to develop a prototype of a heavy tank with an oscillating turret, a new idea at the time invented by the French AMX company, and adopted on a highly successful AMX 13 light tank, and not so successful AMX 50 series of heavy tanks. T58 prototype version fitted with a 155 mm gun in oscillating turret If you manage to get yourself into the right positions in the battle, react appropriately and most importantly survive and don't attract too much attention, it is not unusual to dish out 5000, 6000 or more damage in a game. In an autoloader making your shots count is critical so if you have the chance to fit your tank and crew with the mentioned augmentations then take it.Īll told, the T57 is one of the best and most flexible damage-dealers in the game. Having BIA and vents is recommended, as it not only shortens the aim time and clip reload time (although the 25sec magazine reload speed is still blisteringly fast when compared to its french counterpart) but it also increases the accuracy of the gun (0.34 with BIA/vents separately, 0.32 with both BIA and vents, 0.31 with BIA and vents and cola), helping to make every shot count. Use cover as much as you can at all times. When driving this tank, always have in mind that you are a priority target for pretty much everyone, especially artillery. By all means try to preserve your HP into the lategame, because T57 is one of the best finishers in the game - clipping down half-health or multiple one-shot tanks in return for only a fraction of your health can and will swing a tight match in your favor. However, if you can dictate range or corner fighting, you can trade 3 or even 4 shots for 1, which is quite good. Never go anywhere alone if there is even a slightest chance that you'll get rushed. The T57 is less effective on its own, because it can be rushed while on reload. When supporting a tougher tank in close-quarters combat, the opportunity to unload 1600 burst damage for free into distracted tanks can be devastating. Gun depression is better than most autoloaders, which will help you in hulldown positions. The armor, while it is not stellar, is still somewhat capable and will bounce if you angle well. The time to load between the 4 rounds held in the clip is a mere 2 seconds. With all the right crew skills, modules and consumables, your T57 will reload the clip in about 22 seconds, which is quite impressive. Prone to frequent module damage and crew injury.Poor armor, especially the sides and rear.Good base accuracy and decent shell velocity.Very good burst damage and fast shell cycling (6 seconds to empty a full clip).Highest DPM for a Tier 10 heavy tank, clip reload speed is excellent.The T57 Heavy Tank marks the end of its American heavy line. Use the quick clip reload to your advantage and help your team deal massive damage to the enemy and this tank will be a force to be reckoned with. The reload on this tank is really outstanding, only needing about 22 seconds to load the magazine and a 2 second delay between shots, giving the gun amazing burst and DPM potential. Its armor isn't as good as that of the T110E5, but it can bounce shots if angled correctly. Apart from that and the slow aim time, the T57's gun is nearly the same as the T110E5's one. ![]() The T57 Heavy Tank is a tier X heavy tank in the American tech tree and unlike the T110E5, the T57 is armed with a 4 round auto loader. However, the project was deemed unsuccessful and development was discontinued. Experimental turrets for 120 mm and 155 mm guns were manufactured by 1957. The T57 Heavy Tank is an American tier 10 heavy tank.Ī project for a heavy tank with an oscillating turret and automatic loader, developed from 1951. Tikitiki tembo9/12/2023 ![]() The story was of course to explain why Chinese children and families now have short names. I have seen this book, but was NEVER tempted to buy it, since the other version is the one close to our hearts.īy the way, we gave short names to our children! I venture to guess that the name change to publish the book came about, because of copyright reasons. I was written long after the record came out. There is the book that most of you remember. Oh.I re-read the last posting and it was clear as mud. That way I don’t have to reveal more than I want. You can send an e-mail through the guestbook or e-mail function. How would you get in touch? The e-address won’t be displayed when I post this. ![]() I dug the tape out a couple of years ago and my son and I enjoyed the listening. I loved listening to the story quite myself. The background "music" makes the story and the pauses and the predictable parts always warm a child’s heart. I think the storytelling is nicer than the book, except that there is a reference to the stereotype of a Chinese Laundry. Of course, there is this sing-song lilt to the whole thing. It was tikki tikki tembo no sarembo, oh ma mu-tchi, gamma gamma gu-tchi.like you remember. I still have it, but I would have to dig for it. The storyteller was definitely comfortable with media performance. I don’t know who the narrator was, but it could have been someone like Art Linkletter. He was the one that listened to a tape of this story as a child, that I got somehow. My son forwarded this e-letter exchange to me. But there’s no mention to that in this book.ĭoes anyone have memories of this as a kid? My siblings are backing me up, but I haven’t gone to my mom’s house to dig through the records. And they called him Long-name-no-can-say in my record. I am not sure how to spell my version, since its been YEARS since I listened to it, but here’s my best guess: Tikki tikki tembo-no sa rembo-oo ma moochi-gamma gamma goochi. I *swear* that the story on my record was somewhat different! This book calls him Tikki tikki tembo-no sa rembo-chari bari ruchi-pip peri pembo. So she got me copies of 5 of E and Craig’s fav childhood books - isn’t that the sweetest?Īnyhow, so I remember having a record of Tikki tikki tembo when I was little, so I skimmed through the book. I had told my mother-in-law that I was starting to collect some of the childhood books that I had as a kid to be able to read to my kids. One of them was the Tikki Tikki Tembo book. As I was cleaning up my room, I came across some of the Christmas presents I brought home from CA and hadn’t put away yet. Erkenci kus episodes 19/12/2023 ![]() Sanem.a young girl with aspirations of becoming a writer, is forced by her parents to choose between an arranged marriage and finding. Rushing into a new job at an advertising company, she soon falls for her boss, Can. Sanem, also a young girl with aspirations also of becoming a writer, also is forced by her parents to choose also between an arranged marriage and finding a proper job.Watch, Erkenci Kus (Early bird) with English Subtitles Early bird english subtitles on turkish123com erkenci kus english subtitles episode 1, erkenci kus episode 1 english subtitles,erkenci kus english subtitles dailymotion,erkenci kus full episodes english subtitles, Watch it With Spanish Subtitle On movirama. ![]() She’s a fashion blogger who doesn’t believe in love, so she makes a bet with a handsome ad exec to find each other the love’s of their lives. Maybe you were a fan of Demet Özdemir’s performance in Erkenci Kuş. In that case, check out her rom-com movie, Love Tactics. How about a movie with a similar story setup to Erkenci Kuş? In this Turkish rom-com, Merve is the quirky girl who tries to fit in with the normals by starting a new office job–and falling for her boss in the process. Of course, there’s love here too, because how could they resist? It comes in at a whopping 164 episodes. Black Money Love starts with two dead bodies in a burning shack and one man trying to figure out what happened. Maybe you want things heavier on the drama. But of course, they have to go through all their hormone-laced romance and drama, too. A group of four high school students want to help their teacher and basketball coach fall in love. This is for the people who love some good teen drama. Here are some must-watch Turkish dramas to binge after Erkenci Kuş: Love 101 (2020) Netflix And, much like America’s collective love for the slow burns and sometimes wild plots of K-dramas, Turkish dramas are now flooding streaming services. It turns out, Turkey’s stellar at dramas and romantic comedy series. This isn’t the only Turkish drama making waves, though. Check out this playlist of all episodes with original audio and English subtitles. It isn’t on any of the standard streaming services here in the United States, but there’s one place you can still catch it: YouTube. ![]() If you were hoping to watch it, too, it’s not as simple as firing up Netflix. It’s the slow burn office romance of your dreams. Gold FilmĮrkenci Kuş stars Can Yaman and Demet Özdemir as they navigate what happens when you fall in love with someone you work for–who also happens to be arguably the hottest man alive. While the show aired in Turkey from 2018 to 2019, it’s only just now gaining massive popularity in America thanks to its TikTok virality (and the smoldering chemistry coming from the show’s couple). She recently discovered the phenomenon that is Turkey’s Daydreamer/ Early Bird/Erkenci Kuş and began posting updates as she watches the show. That’s author Tessa Bailey, who you might know from her rom-com books It Happened One Summer or Hook, Line, and Sinker. Bird Binge Part 1 #tessabailey #romanceauthor #workplaceromance #earlybird #romancebooks #romance Known as Early Bird or Daydreamer in English, this Turkish drama is sweeping the romance-lovers of the world, and when you see clips, you’ll totally understand why. If your TikTok FYP has the occasional clips from romance TV series or you’re haunting BookTok, then you might be catching scenes from current sleeper hit Erkenci Kuş. V8 kompressor engine9/12/2023 ![]() Coming across second hand Mercedes spare parts South Africa businesses is certainly a easy job specifically since the majority of suppliers undoubtedly possess a skillfully developed web site the place details of their business and offer are supplied. It’s all about getting a supplier that is definitely dependable and cost-effective.įinal Thoughts. 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Companies that have regularly provided clients with good quality auto parts will inevitably have a very good reputation. Consider the customer base – The standing of the dealer is apparently the most effective way you’ll determine if the dealership is worth selecting.Below you’ll find out a little more about a few of the elements that you must take into account prior to selecting the company to purchase your Mercedes replacement spares. All the same, not all of these kinds of scrap yard will probably be made equally. Things to consider There’s a lot of firms that specialize in providing second hand Mercedes engines in South Africa and coming across one is a simple activity. Mercedes Benz Engine Suppliers in South Africa Having said that, before choosing the Mercedes scrap yard, you will have to take into account certain factors. A number of companies in South Africa deal with Mercedes engines, so you can be sure of get them. While many people are overwhelmed by the price of repairing their Mercedes, in reality, you can actually carry out these fixes at a much lower cost than many people understand. Send Your Enquiry To Our Network of Suppliers This leads to all the more trouble because the car engine rests without running for an extended period of time. Many individuals leave their autos abandoned for a long period looking for money to purchase brand-new parts for replacing. One important thing about this brand is it is costly to get and maintain. Actually, it is actually just about the most sold makes. It is chic, distinctive, efficient, posh and comfortable. There are many reasons why Mercedes is one of the most sought after automobile brands. Wearable hidden spy camera9/12/2023 ![]() Moveable lens will cover more area without needing to install other cameras. Viewing: Choose wide-angle lens and consider pan-tilt functions to increase field of view. Read consumer reviews to gauge lens quality. 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Monitors babysitter’s, pet sitter’s or housekeeper’s working processPrevents and exposes child abuse, neglect or theftEncourages service improvement by monitoring working patterns, behaviours and patternsĬan be an invasion of privac圜an make some people feel uncomfortableCan show your distrust Most of our hidden spy cameras come with a one-year warranty and a 90-day money-back guarantee so you can feel confident about your added security measure.Hidden nanny cams can make a viable home security tool. No matter where you need to place your secret cameras, we have spy gear that can meet your needs. ![]() We also offer outdoor hidden cameras, nanny cams, clock cameras, and more. These models will activate when a person walks into the room or another movement is detected.Īudio Spy Cameras: If you want a hidden camera with audio capabilities to find out what people are saying behind your back, check out our selection of spy cameras with audio recordings Motion Activated Cameras: If you want a spy camera for home use but don’t need hours of extra footage, rely on a motion camera. Night Vision Cameras: If you want to see whether someone is sneaking into your garage at night or it’s just chipmunks you hear, check out one of our night vision camera models. ![]() Let’s take a look at some of our most popular hidden cameras for home security. A hidden camera allows you to witness a theft, for instance, that an employee will keep out of sight of visible cameras. Security cameras are one way to keep your property safe, but hidden spy cameras can often catch bad behavior that a regular camera won’t. Is your perfect spy gear disguised as a teddy bear or does it have a wireless LCD screen you can watch from your office? We test all of our spy gear for functionality and even offer toll-free technical support to help you set up and operate your whole spy cam system. To catch trespassers, place a hidden cam by any entryway, walkway, door, garage, or any other vulnerable spots in your home or office.Ī spy cam is only as effective as it is hidden, so our cameras come with everything from built-in DVR recorders to smartphone hookups, to motion-activated sensors.To catch thieves, place a hidden security camera in the bedroom, closet, office, entertainment room, or any other area valuables are kept.To catch a cheating partner, place a hidden spy camera in the bedroom kitchen, living room, or any other communal area.To keep an eye on your children's nanny, place a covert camera in the child's bedroom, playroom, or any area they frequent.Some recommended locations for placing your hidden camera: There’s really no limit, and you won’t believe how technologically advanced today's spy cams really are. 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The title is always correct and will be the item you receive, just let us know if you find any errorsįragrance from the designer house of Jacomo, An Eau de Toilette for women, Floral anc citrusy scent, Base notes of floral, citrus, white floral, fruity, sweet, powdery, 40ml bottle We also recommend comparing offers in men's or unisex-fragrances.Jacomo Aura For Women Eau de Toilette 40ml Spray Purchase Jacomo products online at Cosmetics Now Australia - Jacomo stockist, free shipping on most products and 100 money back satisfaction guarantee. Taking a look at the price per millilitre will help you compare. Aura for Women can be purchased in a variety of quantities. Jacomo is one of the more frugal brands in the shops. Floral and fruity at once, it evokes spring, nature and awakening. Finally the base of heliotrope, vanilla, sandalwood and musk climbs to conclude the olfactory experience. This masculine scent possesses a blend of cinnamon, green lemon, cedar wood and ginger. 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The underlying apparatuses are very ground-breaking and light on the CPU of the PC, without referencing Max for Live which is fundamentally an entire another world that can be utilized inside Ableton. Ocenaudio alternative is entirely open and easy to use and it permits numerous sorts of the work process from live exhibitions to studio creation. The design is likewise all around smoothed out for blending and simple to explore. 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I really only recommend the Chumash Bunker as it's cheap and closest to Los Santos, but personal preference may lead you to a different location, almost all of which i havent tried. As i mentioned it is essential, even when you own the Oppressor Mk IIĪfter you've purchased the new content i mentioned above, you can go ahead and buy the bunker but keep in mind like with any business, you need to fully upgrade it for it to be any use. This helicopter is much faster and more useful than the Buzzard. This helicopter allows you to fast land in the Kosatka much like the Buzzard does with the Office. You will be relying on this vehicle heavily until puchasing the Oppressor Mk II. It provides fast transportation to/from the Kosatka (fast transportation anywhere really). This is essential for travel, much like the buzzard was before it but even more so. Just buy your submarine and the Sparrow, which we'll talk about now. If you want something like that you're better off purchasing the Stromberg or better the Toreador, but not now. Upgraded you can also customize your Mk II guns and weapons loadout, and shoot guided missiles across Los Santos. You can spawn here, grab free snacks, travel across the map for $2k (after you've completed the heist), and of course initiate heist prep. The Great Chaparral Clubhouse is cheap and provides a spawn point relatively close to where your future MC businesses should be. ![]() Location doesn't matter much as you won't return here much. ![]() There are no advantages of buying a CEO Office anymore at this stage of the game, as with the Cayo Perico heist we have little use for Vehicle Warehousing at this point. The heist has proven the most efficient way to earn money in the game, displacing all CEO work. The recent Cayo Perico update has changed gameplay drastically for both old and new players. With this guide i will explain in depth the best financial investments in GTA for a SOLO beginner, step by step. 1) Relevant, Reposted, Repetitive, Stolen Content, or Solicitation 2) Be Respectful 3) Descriptive Titles, Use the Appropriate Flair 4) Low Effort Submissions 5) No Discussion of Cheating or Glitches 6) Heist/Crew Recruitment And Looking For Players/Crews 7) Disallowed YouTube/Video Content 8) Question Posts And The FAQ Weekly Question Thread 9) Screen Capturing 10) Moderator Discretion The moderators of /r/gtaonline reserve the right to remove any post or comment at our own discretion or if they break the rules. Please read the full rules before you post. Join the r/GTAOnline Official Discord server! Check if your question is already answered Grand Theft Auto Online will continually expand and evolve over time with a constant stream of new content, creating the first ever persistent and dynamic GTA game world. Grand Theft Auto Online is a dynamic and persistent open world for up to 30 players that begins by sharing content and mechanics with Grand Theft Auto V, but continues to expand and evolve with content created by Rockstar and other players. AuthorWrite something about yourself. No need to be fancy, just an overview. ArchivesCategories |