1/1/2024 0 Comments Xgboost vs random forest![]() ![]() In scikit-learn’s RF, it’s value is one by default. As mentioned above, averaging predictions from each tree counteracts overfitting, so usually one wants biggish trees. Other parameters you may want to look at are those controlling how big a tree can grow. Random forests do overfit, just compare the error on train and validation sets. Each tree fits, or overfits, a part of the training set, and in the end their errors cancel out, at least partially. That’s because the multitude of trees serves to reduce variance. With a random forest, in contrast, the first parameter to select is the number of trees. It’s quite time consuming to tune an algorithm to the max for each of the many datasets. If we were to guess, the edge didn’t show in the paper because GBT need way more tuning than random forests. For example, in Kaggle competitions XGBoost replaced random forests as a method of choice (where applicable). Our feeling is that GBM offers a bigger edge. Tuningįrom the chart it would seem that RF and GBM are very much on par. The detailed results are available on GitHub. Attached I send to you the results of RF and GBM, and the plot with the two accuracies (ordered decreasingly) for the 51 data sets. In the paper, the best classifier for two-class data sets was avNNet_t, with 83.0% accuracy, so that GBM is better on these 51 data sets. The GBM worked without only for 51 data sets (most of them with two classes, although there are 55 data sets with two classes, so that GBM gave errors in 4 two-class data sets), and the average accuracies are: I will keep trying, but by now I send to you the results with two classes, comparing both GBM and Random Forests (in caret, i.e., rf_t in the paper). I have been trying to find a program that runs, but I did not get it. I tried to run gbm directly in R as tells the previous link, but I also found errors with multi-class data sets. I have achieved results using gbm, but I was so delayed because I found errors with data sets more than two classes: gbm with caret only worked with two-class data sets, it gives an error with multi-class data sets, the same error as in. I apologize for the delay in the answer to your last email. However, in response to him, we developed further experiments with GBM (using only two-class data sets) achieving good results, even better than random forest but only for two-class data sets. That comment has been issued by other researcher (David Herrington), our response was that we tried GBM (gradient boosting machine) in R directly and via caret, but we achieved errors for problems with more than two data sets. Here’s the answer, reprinted with permission: revisited the topic with the paper titled Do we need hundreds of classifiers to solve real world classification problems? Notably, there were no results for gradient-boosted trees, so we asked the author about it. Above that, random forests have the best overall performance. In this study boosted trees are the method of choice for up to about 4000 dimensions. First, the results confirm the experiments in (Caruana & Niculescu-Mizil, 2006) where boosted decision trees perform exceptionally well when dimensionality is low. In the follow-up study concerning supervised learning in high dimensions the results are similar:Īlthough there is substantial variability in performance across problems and metrics in our experiments, we can discern several interesting results. Second, it’s unclear what boosting method the authors used. First, they mention calibrated boosted trees, meaning that for probabilistic classification trees needed calibration to be the best. With excellent performance on all eight metrics, calibrated boosted trees were the best learning algorithm overall. They included random forests and boosted decision trees and concluded that made an empirical comparison of supervised learning algorithms. Let’s look at what the literature says about how these two methods compare. Folks know that gradient-boosted trees generally perform better than a random forest, although there is a price for that: GBT have a few hyperparams to tune, while random forest is practically tuning-free. ![]()
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1/1/2024 0 Comments Online free vpn browser![]() ![]() ![]() Just click on “Add to Chrome” button, and the installation process is going to begin. Once you have found SetupVPN, you can install it to your web browser. Here's everything you need to know about what. It is free of charge, you dont need to download or configure anything since it acts as a proxy browser. Home Best Products Security VPN The Best Free VPNs for 2023 If you're short on cash, you can still use a VPN to improve your privacy online. Go to Chrome Web Store and find SetupVPN there or follow these links: Our online proxy is a perfect alternative to VPN. It is basically the same if we were installing a traditional desktop application. In order to be able to use SetupVPN, we need to instal it first as a new web browser extension. Moreover, I use SetupVPN on a regular basis by myself, and I can assure you that it is the best free option on the market.Īlso, SetupVPN has its own extensions for all popular web browsers (Chrome, Firefox etc.), so does not matter which browser you prefer to use, you will be good to go. It has over 30,000 reviews on Chrome web Store with an average mark 4.8 out of 5. SetupVPN is the best free VPN (web browser version) Probably you will get all your balance confiscated as a result. If an online casino does not accept players from your country of residence, and you are trying to circumvent them with VPN, such undertaking won’t end up well. Otherwise, you could encounter such serious consequences as confiscation of your balance in some extreme cases. Each time you are going to use a VPN in an online casino, you should ask online casino if it allows VPN. Internet access to a particular online casino is denied in your country, but this online casino accepts players from your country on their part. Here VPN will encrypt all sensitive data, such as account name and password so that hackers won’t hijack it. Whenever online casino player is planning to gamble via public internet connection (i.e. In this case, VPN will hide your identity on the internet so that your government won’t be able to pursue criminal charges against you. When online casino players should use VPN In this article, I am going to discuss when you should use a VPN, how to install a browser version of VPN for free and how to use it. Although PrivadoVPN does limit free users to 10GB of data per month, it won't cut. Given that, for some online casino players, VPN can be truly indispensable since both challenges are very relevant to them. Aside from Proton VPN, PrivadoVPN is as close as you'll get to an unlimited free VPN experience. Startpage is the worlds most private search engine. Secure your data from being intercepted by some malicious third-partiesĪllow internet users to access websites which are banned in some territories Search and browse the internet without being tracked or targeted. VPN (virtual private network) is a technology which allows achieving mainly these two goals: Home Best Products Security VPN The Best VPN Services for 2023 Using a VPN, or virtual private network, is one of the best ways to protect your online privacy. ![]() 1/1/2024 0 Comments Closet saver hangers![]()
1/1/2024 0 Comments Istat pro key![]() ![]() “We see tremendous value in some of the mid- to end of life, 10 to 12-year-plus aircraft that are available on the market on short leases or AOG are harder to acquire right now as the lenders are not trying to sell,” he says. I think there are little pockets but for the large part it’s getting harder to do. Our focus now is on the five to 10-year-old assets, and we’ve worked on a few deals for A321s. Genesis head of commercial Pat Madigan echoes some of the sentiments but has had “a little bit more success recently in acquiring aircraft”, more through bilateral trades. Leases that are traded on the secondary market have been placed years ago in a very different interest rate environment.” ST Engineering executive vice-president and head of aviation asset management Yip Hin Meng states: “Trying to find the right asset at the right price is not an easy task in today’s interest rate environment. He does, however, note some opportunities in the sale or refinancing of aircraft in the prevailing market. For Asian airlines, liquidity remains available, but it becomes now very expensive. So, whilst we have the ability to purchase them in the prevailing market rates, it’s not really a buyer’s market if the sellers are not really able to sell at a significant loss,” he says.įor sellers, there is liquidity in debt markets especially from the Asian banks. “Most of our business comes from mid-life stage, and even these leases in the six, eight and 10 years old are still written in a very benign interest rate environment. Speaking on a panel at ISTAT Asia in Singapore on 14 October, Deucalion Aviation’s head of Asia, Lewis Sutherland sees headwinds in the secondary market relating to debt and interest rates. Lessors see challenges in secondary market as recession loomsīy Naomi Neoh, Air Transport Reporter Asia for Cirium Dashboard ![]() 1/1/2024 0 Comments Angry birds 2 movie garry![]() ![]() The film stars Jason Sudeikis, Josh Gad, Bill Hader, Danny McBride, Peter Dinklage and Maya Rudolph from the first movie. Noah Schnapp, the original voice of Jay was supposed to voice Jay for the whole film of The Angry Birds Movie 2 but he got older and his voice got too deep that he was replaced by JoJo Siwa, the current voice of the film, after this Schnapp became a teenager in 2017, JoJo Siwa continued to voice Jay. The Angry Birds Movie 2 is a 2019 computer-animated comedy film based on the video game series of the same name by Rovio Entertainment and a sequel to the first Angry Birds movie back in 2016.Jay is the only bird in Angry Birds Evolution to have a super shot name reused from other birds.Community content is available under CC-BY-SA unless otherwise noted. He is a scientist of the pigs and his inventions are both helpful and troublesome in the operation of Red and Leonard's team stopping Zeta from freezing both Piggy Island and Bird Island. In The Angry Birds Movie 2 mostly Jay appeared as victim of Leonard's attacks, he appeared later with his brothers admiring Red's heroism and they also appeared in the ending when Silver became hero of Bird Island. Garry is one of the main characters of The Angry Birds Movie 2. City TV Wrestling It's Garry Shandling's Show Noah's Ark 11:00 (2)(4)(7D (90. In a mid-credits scene, the three blue birds use the slingshot to launch themselves out towards the ocean. Bing Crosby National Celebrity Tournament Movie: Agnes of God Mr. After Red survived the egg hatched and when Red retrived The Blues to their parents they jumped at them giving them a joyful hug.Īfter Red became hero of Bird Island, The Blues along with the other hatchlings sing "Mighty Red" and Red was crying from joy. ![]() Red and Leonard fought for the egg and in the end of the battle Red saved the egg from Leonard and the explosion that destroyed his kingdom. When Mighty Eagle took the eggs the pigs where trying to stop and the blue egg got out of the net with a crack Red came back to save it. But Leonard and his pigs stole it along with the rest of Bird Island's eggs. ![]() They first appear in the movie as an egg being watched by their parents. ![]() 12/31/2023 0 Comments Largest earth telescope![]() ![]() One of its instruments, the Gemini Planet Imager (GPI), basically a high contrast spectrometer, allows the telescopes to take images of exoplanets revolving around extremely bright stars. Both the telescopes can operate in infrared wavelengths with the help of wide-field adaptive optics technology. The Gemini Observatory, owned and maintained by five major research organizations from different nations, consists of two identical telescopes that are located in two separate locations. Location: Mauna Kea, Hawaii and Cerro Pachon, Chile Apart from optics, the telescope was able to obtain improved results in infrared studies by eliminating almost every possible warm surface from its light path. Its adaptive optics system influenced the revolutionary design of the Large Binocular Telescope. The telescope introduced a few groundbreaking changes in the field. The current one is a single piece primary mirror and was installed in 1999. MMT (formerly Multi-Mirror Telescope) is part of the Fred Lawrence Whipple Observatory situated on Mount Hopkins, Arizona. Its original name, Multi-Mirror Telescope, was actually inspired by the six small honeycombs-styled mirrors which were once used for light gathering. ![]() ![]() Location: Mount Hopkins, Arizona, The United States The list includes both operational and planned telescopes, sorted by their effective aperture (light gathering limit of an optical instrument). For example, the primary mirror of the largest space-based telescope (currently in construction), the James Webb telescope is 6.5-meters – only 60% of the largest operational ground-based telescopes.īelow, we have compiled a list of the twelve largest telescopes in the world. However, unlike space telescopes, the ground-based ones can be made in sheer size. The ground-based telescopes, as you may know, have limited use since they can only observe a small section of the electromagnetic spectrum (optical), and that’s why we have space-based telescopes. Human interest in space exploration leads to the development of advanced ground-based telescopes, which only escalated during the late 20th century. ![]() ![]() Just throw the file in there and transcribe away. nmĪ few years back and it's been really good. I'll give you a great deal on it! It was brand new when I bought it and used it only for about a month. GEAR PLAYER-I was going to put it on e-Bay, but.smĮmail me if you are interested. Gear Player, Transcription Gear, several places have those for sale. Above all I love Gear Players support department, the guys are very friendly and can fix anything if you ever do need to call them. I had tried StartStop before Gear Player and it was like I was back on Windows 95. I have been using Gear Player for 4 years now and it just keeps getting better. The icon is on my desktop, but when i try to open it to drop the voice file in, it only appears for a few seconds and then nothing. I downloaded the free 5 day trial of gear player to take a test. Sounds like a really good package deal, anyone using it? I am thinking of using the digital recorder and buying the gear player package. Hi! Does anyone have a Gear Xport and/or Gear Player they are no longer using and could sell to me? I thought I'd try and buy used before going new. Other related messages found in our database To view latest messages and participate in discussions, select If it is a windows media audio file just. ![]() I found a foot pedal test picture that lit up when I pressed each of the three footpedal controls, so the problem seems to be that I don't know how to link it to Windows Media Player, or else this foot pedal is incompatible.Ĭomplete Discussion Below: marks the location of current message within thread Bear in mind I'm technically challenged and usually have help setting these things up. Are these compatible? Because I can't get this footpedal to link to it. ![]() The sound file was sent on Windows Media Player. I'm trying to do a test file, which I haven't done in a long time, and the only footpedal I have is Gear Player. Help with Gear Player linking Posted By: Misha on Serving Over 20,000 US Medical Transcriptionists Gab Board Politics Comedy Stop Health Issues Main Board Job Seeker's Board Job Wanted Board Resume Bank Company Board Word Help Medquist New MTs Classifieds Offshore Concerns VR/Speech Recognition Tech Help Coding/Medical Billing ![]() 12/31/2023 0 Comments Appliance pulls![]() ![]() Traditional or heritage-inspired designs benefit from ridged designs, curved silhouettes, and detailed textures.Ĭlean lines and edges characterize modern cabinetry, which has a glossy or bright appearance and minimal profile that is smooth to the touch. A good rule of thumb is to use a pull that is about 1/3 the length of the drawer.Įxtra long pulls that span almost the entire width of each cabinet can be used for modern cabinetry.Īfter you've decided on length, consider which style will work best in your space. This can give your drawers a cleaner, more contemporary appearance while also making them easier to operate. On wide drawers, instead of using two pulls, use a single pull that is longer in length. We strongly advise using two pulls on wide drawers if you use a smaller size throughout. Their slightly longer length gives them a more modern appearance while still fitting into narrow drawers. There is no right or wrong size to choose, but we recommend pulls with a center to center (the distance between the screw holes) of at least 3-3/4", which looks good on most cabinets while still being large enough to grip comfortably.ĥ" pulls are also a good choice. Uniform Size ThroughoutĬhoosing a single size and using it throughout your cabinetry is one of the most popular options. Remember that the longer the pull, the more contemporary the look. There are numerous size and configuration options to choose from. If you purchase pulls that are not meant for appliances, you’ll require longer (matching) screws to install. However, appliance pulls are typically mounted on 3/4-inch thick wood panels that are affixed to the appliance. Simply divide the width of your cabinet by three to determine the size of a third. The 1/3 guideline indicates that the length of the pull is around 1/3 of the cabinet width. And the simple 1/3 rule is a great place to start. It's all about proportion, balance, and scale when it comes to cabinet hardware sizing. The guideline is a simple measuring guide for choosing appliance pull. While there is no set "rule" for sizing pulls for kitchen dishwashers, the specialists recommend starting with the 1/3 rule. Simply double-check that it will fit the appliance. The size of the pull you use is completely up to you. Simply, smaller knobs and pulls will not fit on this larger piece! What Size Appliance Pull For A Dishwasher? One of the most common places to put them is in dishwashers. The length of the pull and it should always be greater than the distance between the two screw holes.ĭo you need an appliance pull for a dishwasher?Īppliance pulls are a type of heavy-duty kitchen cabinet handle that is commonly found on appliances with wood panels.Pay close attention to this size when choosing hardware because you want to make sure your hand fits comfortably. The diameter or the thickness of the bar that you grab on a pull.The distance between two screw holes is measured from one screw hole's center to the center of the other.The distance of the pull extends from the drawer's surface after installation.When choosing hardware, keep the following in mind: It's critical to keep both inches and millimeters in mind when adding hardware to new cabinets or updating the hardware on older cabinets so the pulls fit properly. The right proportions for hardware pulls make all the difference in how polished and professional they look. Tall pantry doors or oversized storage drawers are another popular application for appliance pulls. These appliance pulls allow you to match the rest of your kitchen cabinet hardware and seamlessly blend your appliance doors in with the rest of your cabinet doors. ![]() The first is on appliances with wood paneling, such as refrigerators and dishwashers. Furthermore, we will give a guide on creating the kitchen dishwasher cabinet accessories of your dreams!Īppliance pulls are long cabinet handles that are commonly used in two locations in the kitchen. In this article, we'll discuss more sizes, finishes, and styles. For a suitable visual look, you can base the size off ⅓ of the dishwasher door’s width. The most popular sizes used for dishwashers, from least to most, used are 15”, 7”, 8”, 18”, and 12”. There is no standard length of appliance pull to use. Worry no more because we have researched this topic extensively and created the best answer for you. Whether there's a standard size or right size of appliance pulls for your dishwasher. There are countless choices when upgrading or renovating a kitchen! You may be considering appliance pulls if you've decided on panel-ready dishwashers. ![]() 12/31/2023 0 Comments Kelly blue book compare cars![]() A car in good condition, on the whole, must not have any major automotive flaws (no body damage). According to Kelley Blue Book, “less than 5 percent of all used vehicles fall into this category.” It will have a much higher market value than cars that fall into one of the categories below, which means you can potentially expect decent instant cash offers as a starting point from an autotrader.Ī certified pre-owned vehicle in good condition also has a clean title and no significant mechanical issues-any issues that it might have should be easily repairable. A car in excellent condition has an entire (provable) record of service and a clean title history. The engine should also appear to be free of wear and tear. The engine should have no observable flaws or fluid leaks. The interior should be as clean as a new vehicle. Excellent ConditionĪ vehicle is deemed in excellent or very good condition by KBB vehicle values if it appears and drives like a new car, hasn’t had bodywork (including paint), lacks rust, is in perfect mechanical condition, and doesn’t require any repairs whatsoever. Kelley Blue Book’s estimate will affect your car’s trade-in value or asking price, given your local market conditions. ![]() The Blue Book assessment quiz takes into account several specific aspects of the exterior, interior, and mechanical conditions, as well as whether or not the vehicle has complete maintenance records, passes emissions testing and has a clean title. Very few used cars fall into the excellent category most fall into the good or fair categories. Kelley Blue Book has four condition classifications for used cars, boats, and motorcycles: excellent, good, fair, and poor condition. ![]() 12/31/2023 0 Comments Tomb raider games in order![]() ![]() ![]() Check out what we thought of the most recent game in this rebooted series in our Shadow of the Tomb Raider review after that. If you play any game on this list, try and give Tomb Raider 2 a go. Since its origins in 1996 the franchise has become one of the best-selling video game series of all time. While waiting to learn more about this new game, read Game Informer's review of the 2013 Tomb Raider reboot and then read our review of its sequel, Rise of the Tomb Raider. The titular tomb raider, Lara Croft, is a video game icon. The initial Lara Croft is portrayed as an explorer with a 'take no prisoners' attitude who engaged in her adventures in large part just for the thrill of it. Tomb Raider: The Beginning, the official prelude to the game, written by Rhianna Pratchett. The Original Timeline is the first timeline and the beginning of the Tomb Raider franchise. The comics were made with the intention of chronicling the events in Laras life between the games during the timeline. They're uniquely positioned to rewrite what publishing and development collaborations are, and we're eager to forge this new path together, starting with building the biggest and best Tomb Raider game yet." Tomb Raider made an official return to comics following the 2013 reboot by Dark Horse Comics. "Transformative is what we're looking for, and with Amazon Games, we found a team that shares our creative vision, and values for a Lara Croft universe across the spectrum of possibilities. to redefine what a publishing relationship is for Tomb Raider." Amazon Games vice president Christoph Hartmann says Tomb Raider is one of the most beloved IPs in entertainment history and that Amazon is "incredibly excited about collaborating with the talented and visionary Crystal Dynamics team to bring the next chapter of Lara Croft's saga to players around the world."Ĭrystal Dynamics studio head Scot Amos says following Embracer Group's acquisition of the studio earlier this year, the team "has an extraordinary opportunity. ![]() |
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