The trained fruit classifier using the decision tree algorithm is accurately predicting the target fruit type for the given fruit features. Print "Actual fruit type: ".format(Īct_fruit=fruit_data_set, predicted_fruit=test_features_8_fruit)Īctual fruit type : 0, Fruit classifier predicted : Test_features_1_fruit = fruit_classifier.predict(test_features_1) Fruit classification with decision tree classifier Later use the build decision tree to understand the need to visualize the trained decision tree. To get a clear picture of the rules and the need for visualizing decision, Let build a toy kind of decision tree classifier. Later the created rules used to predict the target class. The decision tree classifier is a classification model that creates a set of rules from the training dataset. Implementing decision tree classifier in Python with Scikit-Learnīuilding decision tree classifier in R programming language How the decision tree classifier works in machine learning If new to the decision tree classifier, Please spend some time on the below articles before you continue reading about how to visualize the decision tree in Python. The above keywords used to give you the basic introduction to the decision tree classifier. You could aware of the decision tree keywords like root node, leaf node, information gain, Gini index, tree pruning. If you go through the article about the working of decision tree classifiers in machine learning. Now let’s look at the basic introduction to the decision tree. The trained decision tree can visualize.Īs we knew the advantages of using the decision tree over other classification algorithms.The complexity-wise decision tree is logarithmic in the number of observations in the training dataset.The trained decision tree can use for both classification and regression problems.Implementation wise building decision tree algorithm is so simple.It’s all about the usage and understanding of the algorithm. When we say the advantages it’s not about the accuracy of the trained decision tree model. The decision tree classifier is mostly used classification algorithm because of its advantages over other classification algorithms.
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or at least rarely get hit i should say, which plays into my dodge Plus the range is so good i cant get hit. Killed everyone at the factory solo then just let the hostage go :D I went for a crit build with sniper rifle.Īt level six i was criting over 200 lmao, 158 ish on high armored. I thought damage resistance only applied to status effects like poison and radiation. Appreciate info Alm888, it should help a lot! Everyone else should probably benefit from some kind of armor (the frying pan does not have drawbacks apart from occupying the weapon slot!). IMO, the only character relying solely on dodge is the dog. This effect is more noticeable with more than 45 starting HP. Having a set of armor (including a frying pan!) that provides a 35% DR (for body) means that usually (there are some primarily melee weapons that have a chance to totally ignore all armor) in your example instead of 30 damage you will receive only (30-5)*0.65 = 16 damage. Everyone else should probably benefit from some kind of armor (the frying pan does not have drawbacks apart from occupying the weapon slot!).Īlm888: You are probably missing "DamageResistance" (measured in %) which in fact is more useful that the meager DamageThreshold reduction. Shotgun wielders are a joke, if you have armor (especially with non-AP rounds) dealing from 0 to 2 damage. Sniper Rifle enemies are relatively tame (especially if they are unskilled, too dumb to shoot at maximum allowable range and/or at night) and can be initially ignored in combat. As a rule of thumb: melee enemies will always hit you, regardless of your armor setup (or lack of it), sometimes with the chance to completely bypass all armor or knock you out and are amongst the most dangerous, rivaled only by SMG/Automatic Assault Rifle enemies at close range (a burst of 5 rounds at point blank range equals certain death no matter what). The other thing is, of cource, the fact that enemy proficiency with weapons actually also counts towards their chances of hitting you so even if you are "naked", their hitting % would be somewhere in the nineteens (depends on the distance and the weapon) most of the time. LetsTPKothers: Am i missing something about armor guys? You are probably missing "DamageResistance" (measured in %) which in fact is more useful that the meager DamageThreshold reduction. My character has been naked the entire play through. I'm only about half to 3/4 through the game. So dodge is doing exactly what it is suppose to.Įven if i went with defense skills in my tree, it would still be drastically broken.Ītleast so far. Please tell me i am doing something wrong.ĭon't get me wrong I'm not saying to Nerf dodge, dodge is fine, I have high Dex, and dodge bonuses. So using armor instead of playing into dodge isnt even an option. With dodge i could survive 3-5 turns, three almost guaranteed. If a high end BP reduces damage by 5(at the cost of 18 dodge), i have 45 health, and the enemy is hitting for 30 damage a turn, i die in two turns no matter what with a ZERO% chance to dodge. Put simply, Crap + Crap = Festering crap, as is. It just makes no sense to have armor reduce so little damage but then also massively reduce dodge. If Dex wasnt such a huge thing in Atom Rpg i would say just dump Dodge for armor reduction but being that you have no choice to use at least 8-10 dex at the start of your game or you wont be able to hit more than once (in melee case do decent damage or die), or even hit at all because Dex = melee hit chance and of course dodge. Every piece of armor has a huge negative to dodge / very little damage reduction. 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To style things how you want, you can use either HTML (with some restrictions) or a simple formatting language called Textile. It’s quite handy! Otherwise, the links behave much like a wiki link, just with a colon at the start. If you don’t want to use the page’s name as the link text, you can specify your own text by placing a vertical bar | and the link text in the link like so: Linking with different text Linking to charactersįor PCs and NPCs in your campaign, the easiest thing is to use the PC/ NPC Link Lookup in the sidebar to the right. However as with everything I have only a limited amount of time to run games :( Last night I came up with the idea of adapting the Witchfire Trilogy to FS. For example, here’s a link to this page: Main Page Linking to a page with different text Let me first say that both IK and FS are IMO the best d20 purchases I have made. The Witchfire Trilogy Collected Edition brings together the original award-winning trilogy of The Longest Night, Shadow of the Exile, and The Legion of Lost Souls, updates them to the 3.5 revision rules, and includes two bridge adventures to keep players adventuring in and around Corvis, the City of Ghosts. To link to existing pages, use the same double square brackets. When you save the page, the link will show up and you can click on it to create the new page. To create a new page, just make a name and surround it with double square brackets like so: A New Page. To see how these work, click on the ‘Edit’ button at the bottom and just start playing around. To get you started, here are some examples of what you can do with the wiki. This is the culmination of the Witchfire trilogy, the original introduction many of us had to the Iron Kingdoms back in the days when everyone was Power Attacking. And you’ll be able to explore them all in a brand new adventure, The Legend of the Witchfire. From here you can begin organizing your campaign! Swamp frogs and gatormen, Skorne devotees, and of course, all sorts of undead and pirates. It serves as a starting point for your wiki. Replay classic experiences with select content from Battlefield 1942, Battlefield 3, and Battlefield: Bad Company 2, or leverage the modern content from the world of Battlefield 2042 to discover, create, and share something completely new. The possibilities are endless when you can customize weapons, gear, rules, and more in this creative sandbox mode. BATTLEFIELD PORTALĭiscover unexpected battles and enter the wide universe of Battlefield in a community-driven platform that gives you the power to change the rules of war. Approach the capture areas from multiple locations and take advantage of more types of tactical possibilities. Each sector is designed to house a larger number of players, enabling more strategic choice and more flanking opportunities. The return of Breakthrough sees two teams – Attackers and Defenders – battle over larger-scale sectors as the Attackers push towards the final objective. Also, the action now centers around sectors consisting of several flags instead of individual control points. The maps have been specifically designed for this vast scale, with action divided into ""clusters"" of various kinds. Experience the intensity of all-out warfare on maps filled with dynamic weather and spectacular world events.īattlefield's massive, iconic sandbox mode returns – this time supporting 128 players on PC. The next generation of fan-favorites Conquest and Breakthrough features the largest Battlefield maps ever and up to 128 players. Deploy as new Specialist Charlie Crawford and make good use of his Mounted Vulcan stationary minigun and teamwork skills, as supporting your squad is more crucial than ever. Fight on a drained Panamanian lake on the new map Stranded and reap the benefits of the Dark Market. Play your cards right with Battlefield™ 2042 – Season 2: Master of Arms. Battlefield™ 2042 – Season 2: Master of Arms Squad up and bring a cutting-edge arsenal into dynamically-changing battlegrounds supporting 128 players, unprecedented scale, and epic destruction. Adapt and overcome in a near-future world transformed by disorder. About This Game WELCOME TO 2042Battlefield™ 2042 is a first-person shooter that marks the return to the iconic all-out warfare of the franchise. Pro-tip: Include the following two lines in ~/.ipython/profile_default/startup/startup.ipy file to set plotting style automatically whenever you start a notebook: Note, these commands do not need to be re-run every time you generate a new plot, just once at the beginning of your notebook or whenever style changes are desired after that. In addition to setting the color scheme, jtplot.style() allows you to control various figure properties (spines, grid, font scale, etc.) as well as the plotting "context" (borrowed from seaborn). Jtplot.style() makes changes to matplotlib's rcParams dictionary so that figure aesthetics match those of a chosen jupyterthemes style. Jt -t grade3 -fs 95 -altp -tfs 11 -nfs 115 -cellw 88% -T Set Plotting Style (from within notebook) Jt -t onedork -fs 95 -altp -tfs 11 -nfs 115 -cellw 88% -T # choose alternate prompt layout (narrower/no numbers) # adjust cursor width (in px) and make cursor red # options: b (blue), o (orange), r (red), p (purple), g (green), x (font color) # fix the container-margins on the intro page (defaults to 'auto') # or set the cell width in pixels by leaving off the '%' sign # adjust cell width (% screen width) and line height Jt -t oceans16 -tf merriserif -tfs 10 -nf ptsans -nfs 13 # set font/font-size of markdown (text cells) and notebook (interface) # see sans-serif & serif font tables below # set code font to Fira Mono, 11.5pt # 3digit font-sizes get converted into float (115->11.5) # 2digit font-sizes > 25 get converted into float (85->8.5) # set code font to 'Roboto Mono' 12pt # (see monospace font table below) That means that making the kernel logo visible is # pointless without also making the name visible kernel logo is in same container as name # toggled with -N. # restore default theme # NOTE: Need to delete browser cache after running jt -r # If this doesn't work, try starting a new notebook session. # list available themes # onedork | grade3 | oceans16 | chesterish | monokai | solarizedl | solarizedd ĭescription of Command Line options cl options JupyterLab Themes:įinally got around to creating a pair of themes for JupyterLab with similar style and design conventions to the jupyter-themes package: I'm particularly grateful to those of you who bothered to submit pull requests - adding many excellent features that I was either too short-sighted to anticipate or simply incapable of implementing on my own. I'll also take this opportunity to say thank you to everyone who regularly used, expressed appreciation for, and contributed to jupyter-themes. Jupyterthemes Theme-ify your Jupyter Notebooks! AuthorĪs anyone who has opened a bug report or feature request in the last several years can attest, I have begun scaling back support for the jupyter-themes package - mostly due to my personal preference for using Jupyter Lab over Jupyter Notebook classic (see update below for two of my JupyterLab theme repos).įor those with continued interest in using jupyter-themes I am planning to write up a tutorial for how to add your own custom themes to your local jt installation as well as a contributing guide for those who would like submit pull-requests to the official pacakge. Step 3: Here you’ll see the User caches for all your apps. Step 1: Open Finder, select the Go menu, and click Go to Folder… Otherwise, here’s how to clear the application cache on Mac: If you’re unsure what to delete, do some research beforehand or consider using a cleanup and bloatware removal tool to help you. But other files in the application cache folder may need to be purged if the app has become buggy. Just like the system cache, clearing the application cache on Mac isn’t necessary - many of these files help your apps load faster. How to clear your application cache on Mac This super helpful cleaning program will safely and efficiently purge cache files, as well as other junk files, bad-quality photos, and more. Avoid the headache with AVG TuneUp for Mac. Sifting through lists of folders to clear your caches is tedious - plus there’s always the chance you delete the wrong files. When in doubt, it’s best to leave the file alone. If you’re unsure if you need the files, do a little research by Googling the name of the folder or files. Step 4: From here you can click and look at each folder, and delete unnecessary cache files by dragging them to Trash and then emptying it. Step 3: Select your System or Library caches, depending on what you’re looking for. Step 2: Type: ~/Library/Caches/ into the search box and click Go. But if you want to delete any system files, here’s how to clear your system cache on Mac: Note that many cached system (and application) files help your device work normally, and they don’t need to be cleaned. Deleting the wrong system files could cause something to malfunction. How to clear the system cache on Macīefore clearing the system cache on your Mac, consider backing up your files. And if you have a Windows machine at home as well, here’s how to clean up and speed up your Windows PC. Below you’ll find solutions on how to clear each of your caches to get a faster Mac. That’s when it’s time to clear out the cache and start fresh. Your MacOS also uses cached data to run quickly and efficiently.Īlong with physically cleaning your computer, internal maintenance - like clearing your caches- is essential to keep your Mac running at its best.Ī build-up of cache files from old websites or apps you never visit can eat up space and slow your system down. Your Mac uses cached data for both Apple’s built-in apps and third-party apps. Each one uses different cached files to provide you with the best possible user experience. There are three primary types of caches: system cache, browser cache, and application cache (also known as the user cache). The next time you log on, those images and videos are ready and waiting in your browser’s cache.īut do you really need to save all those pictures of your old high school friends, baking tutorials, and all the rest? Large cache files - images, videos, other multimedia, and scripts - can clog up your storage space if you never clear your cache. When you visit Facebook or YouTube, your browser saves some of the data (images, videos, and more) in the cache. The two worlds we got to spend time with were Pandora, ruined dustbowl and longtime home of the Borderlands series, and Eden-6, an overgrown swamp world and apparent home of the Jakobs Corporation+. Yet another skill point added a co-pilot’s chair so a friend can jump in and ride shotgun with me in co-op. With only a few skill points I was able to not only extend the life of the Bear to an insane degree, I also made it possible to jump out of the Bear and have it move around in sentry mode (kind of like a Titan). There are a few visual homages to games like Titanfall and Overwatch in the Iron Bear, and its raw damage output when you’ve got a strong loadout equipped is unmatched. The Bear can be customised with different weapons as you level up, each one designed to suit different attacks and weapon loudouts. Her action skill puts her in control of an oversize mech called the Iron Bear. Unlike FL4K, Moze actually would be the closest character in proximity to the Gunzerker. Chew got up close and personal.Īnd then there’s Moze, the Gunner. I could hang back and pick at enemies from a distance while my skag friend Mr. The animal companion let me take a more cautious approach to combat. His pet can’t be directed with the same accuracy as Mordecai’s buddy Bloodwing, but it can be used in combination with certain action skills - teleporting an angry, armoured Skag into the middle of an enemy mob really is its own reward. His companions aren’t temporary summons like Gaige’s mech, staying permanently on the field. In reality, he sits somewhere between Mordecai, the Hunter in the original Borderlands and Gaige, the Mechromancer DLC class added to Borderlands 2. His name, a l33t-speak bastardisation of “Flak,” and his hulking frame might suggest that he is the game’s equivalent of the Gunzerker class, damage output. The animal companion is a permanent summon, capable of dealing insane damage on its own, and upgradable as part of FL4K’s skill tree. His skillset revolves around his animal companion, the two of them working in concert. Not only is FL4K a sentient robot, he is also a Beastmaster, a character with a deep understanding of wild animals and the natural order. The second played out on the jungle world Eden-6 and gave us our pick of the game’s four heroes.įL4K has been the character that’s interested me most. The first slice comprised the game’s opening hours and got us hands on with FL4K. We were given the keys to two substanial sections of gameplay. Quite apart from the scant few hours we got at the gameplay reveal, our second sit-down with Borderlands 3 was an all-day affair. We were promised then that we’d get to spend time with the two remaining characters, FL4K and Moze, before the game launched.ĢK were good to their word. That preview gave us access to two of the game’s four classes - the muscular Siren Amara and the cloak-and-dagger Operative Zane. In early May, I was among the first in the world to play Borderlands 3 at the official gameplay reveal event in Los Angeles. The country has developed drones with capabilities to operate in low and high temperatures with high-performance efficiencies. In addition to this, China is one of the prime manufacturers and buyers of drones globally for commercial, consumer, and military applications. Though military budgets in Asia Pacific are not as high as those in Europe and US, the trend to modernize infrastructure and transportation, among other platforms, is on the rise. Several governments are focusing on enhancing economic development and creating favourable environments for encouraging investments in new technologies. Most countries in the region are expected to overtake several leading economies of the world by 2030, following the rapid expansion of the nominal GDP of Asia Pacific. Moreover, Asia Pacific has rapidly growing economies, such as China, India, and Japan, with increasing purchasing power parity. The market growth in this region can be attributed to the rise in defense spending. The Asia Pacific region is projected to Grow at highest CAGR during the forecast periodĪsia Pacific small drone market is expected to witness substantial growth and register the highest CAGR during the forecast period. Hydrogen-powered military drones offer the benefit of electric propulsion, thereby enabling drones to fly for long durations. In contrast, fuel-powered drones can be refueled at a quick pace. However, lithium-ion batteries used in small drones need to be recharged once the charge is depleted the process of recharging consumes a substantial amount of time. These drones are easy to operate and emit lesser noise than turbo engine drones. Battery or electrically powered small drones use batteries to store energy and power electric motors. The battery-operated segment is estimated to account for the largest share in 2022. Both type of power source serves a unique purpose and ensures the proper functioning of small drones in different applications. Based on power source, battery operated segment is estimated to account for the largest share in 2022īased on power source, the small drone market is segmented into fuel-powered and battery-operated/electric. These small drones are anticipated to be substituted by fully autonomous small drones in the coming years as fully autonomous drones have high payload capacity, enhanced propulsion power, and long endurance, as well as can operate without any human involvement. They have comparatively low maintenance costs. Optionally piloted small drones deliver high maneuverability and are equipped with advanced technologies. The growth of this segment can be attributed to the cost-effective usage of autonomous small drones in several applications, ranging from defense operations to surveys. The fully autonomous segment is projected to grow at a significant rate during the forecast period. To know about the assumptions considered for the study, Request for Free Sample Report Small Drone Market Market Segment Overview Based on mode of operation, the optionally piloted drone segment registered largest share in 2022īased on mode of operation, the small drone market has been classified into fully autonomous, remotely piloted, and optionally piloted. The small drone market has been witnessing significant growth over the past decade due to the increased use of small drones in military applications. Small drones are replacing manned aircraft in the defense sector, as they can be operated remotely by human operators or autonomously by onboard computers. The use of small drones for new applications, such as cargo delivery in the commercial & defense sectors, is expected to drive the growth of the market across the globe. SUAVs are adopted by the oil & gas, railway, power plant, and construction industries. They are used in commercial applications such as monitoring, surveying & mapping, aerial remote sensing, precision agriculture, and product delivery, as well as military applications such as military attacks and border surveillance. Small Unmanned Aerial Vehicles (SUAVs) or small drones are remotely piloted aerial vehicles that have significant roles in the defense as well as commercial sectors. The small drone market is projected to grow from USD 3.8 billion in 2022 to USD 6.2 Billion by 2027, at a CAGR of 10.1% from 2022 to 2027. Afer deducting $200 for the cost to buy the accordion, labor, parts, overhead, web advertising, straps and a case, guess what? Very little profit was made on this particular instrument, however, we focus on building long-term relationships that will allow us to make up the difference over time in lessons, accordion upgrades, and other repeat business. The retail cost for this accordion was $800. At the time, she was happy with the offer and we saw a starter accordion for a new student. This customer was offered and paid $200 for the accordion. By the time the accordion was shelf ready, we had over 40 hours of labor, plus replacement parts. In that particular case, we had to do an entire rebuild and replace several parts. Like any other business, we are here to make a profit and stay afloat in good times and in bad.įrom time to time, a customer will call wanting to know why the used accordion she sold to us six months earlier was put on the website for considerably more than what she was paid. Unforeseen problems that go undetected at the time of the trade may also occur. Trade-ins will also impact the retail price and the profit is contingent on the amount of time, parts, additional labor, and repair involved in restoring that accordion. Keep in mind that it may sit on the shelf for six months to a year awaiting sale and taking up valuable shelf space. What’s also important to understand, is that the value of the used accordion is only as good as the offer to buy it. In this instance, the strong mildew smell and extensive rebuild costs made it prohibitive to purchase for resale. The rebuild will also cost additional staff to help with the rebuild. In this instance, I had determined that the unit will take several months in between other immediate repairs to refurbish. It is during this assessment process, that I have to ascertain the overall condition of the instrument, parts availability and rebuild, coupled with the time it will take to completely restore the unit. It didn’t take long to find many loose contacts and other problems. Rather than risk playing and potentially damaging the instrument further, I opened it up to examine the condition of the wax, reeds, leathers and other components. As you might expect, there were numerous issues. Not every accordion can be saved, but we do our very best to restore the integrity of the instrument through repairs or maintenance before terminating.)Īfter carefully inspecting the exterior of her father’s accordion for age, brand, scratches, dents and overall condition, I proceeded to gently rock it back and forth to see if there were any loose parts inside. (My goal as an accordion preservationist, is to keep as many high-quality accordions out of the graveyards as possible. Her father played the accordion for decades and left behind a lot of wonderful memories. It was easy to tell that there was a lot of sentimental attachment to this instrument. Just the other day, a woman came into the shop to find out what her father’s accordion was worth. In our business, we get hundreds of calls a month from people who have either inherited an accordion from a relative or bought an accordion at a flea market, online deal or garage sale. You’ve just acquired a squeezebox and now you need to how much your accordion is worth. |
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