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In this post I’ll model the data using logistic regression. The most basic diagnostic of a logistic regression is predictive accuracy.In a recent post I created a table that contained two classes of data: images that represent either the handwritten digit ‘5’ or the digit ‘6’. To understand this we need to look at the prediction-accuracy table (also known as the classification table, hit-miss table, and confusion matrix). The table below shows the prediction-accuracy table produced by Displayr's logistic regression. At the base of the table you can see the percentage of correct predictions is 79.05%. This tells us that for the 3,522 observations (people) used in the model, the model correctly predicted whether or not somebody churned 79.05% of the time. Is this a good result? The answer depends a bit on context. In this case 79.05% is not quite as good as it might sound. Starting with the No row of the table, we can see that the there were 2,301 people who did not churn and were correctly predicted not to have churned, whereas only 274 people who did not churn were predicted to have churned. If you hover your mouse over each of the cells of the table you see additional information, which computes a percentage telling us that the model accurately predicted non-churn for 83% of those that did not churn. It shows us that among people who did churn, the model was only marginally more likely to predict they churned than did not churn (i.e., 483 versus 464). So, among people who did churn, the model only correctly predicts that they churned 51% of the time. If you sum up the totals of the first row, you can see that 2,575 people did not churn. However, if you sum up the first column, you can see that the model has predicted that 2,765 people did not churn. What's going on here? As most people did not churn, the model is able to get some easy wins by defaulting to predicting that people do not churn. There is nothing wrong with the model doing this. But, it is important to keep this in mind when evaluating the accuracy of any predictive model. If the groups being predicted are not of equal size, the model can get away with just predicting people are in the larger category, so it is always important to check the accuracy separately for each of the groups being predicted (i.e., in this case, churners and non-churners). 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A 3:1 ratio means 3 points in one stat, 1 point in the other. So at 100 points into strength you'll have put 50 in dexterity. A 2:1 strength to dexterity ratio means for every 2 points you put in strength, put 1 point in dexterity. Enjoy!Ĭlarification on 'stat ratio.' It's not complicated. If you think that's a good idea or have feedback on my builds, pleas do comment. I've been considering doing a part 5 where I discuss each of the mechanics in Torchlight 2 and what I think about them/advise about them. There is a build on every page for you to enjoy. It scales nicely from Level 14 through end game allowing you to build the rhythm using the same play style from beginning to end.Welcome to part 4 of my build diversity builds! This time around we're covering the Engineer! The Engineer is a very strong class, especially given the new skills added at PAX. Engineer Boss Killer (Sword and Board) This build yields maximum DPS with maximum defense against the big guys. Torchlight 2 Engineer Boss Killer Build Guide by Roy. It was a nice build, but after I posted about it, I received some critics that made the build even better. My first engineer build used a two handed weapon. Can beat Tarroch's Tomb with level 1 white weapon. Kiron Connor: Berserker: Can kill Netherlord just by Rage Retaliation. Here are some best builds in Torchlight 2, verifiable by elite NG 5 Tarroch's Tomb run. Summoner\Necromancer\Ice elementalist- whatever.If you want your Engineer to summon or construct lots of machine bots to deal massive damages to your enemies while keeping your guard up to avoid deadly attacks, then this build is for you! Back to Torchlight II FAQ, Tips, Tricks and Strategy Guides List. You can be a conjurer\necromancer if you pick the conjurer class and join the Necromancy god (he will give you a book of necromancy shortly after joining him.) Really, you can be whatever class you find spellbooks for. The cool thing is you're not tied to a class. 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The TikTok video appears to have since been taken down, but VG247 reports that footage of the previously seen robot dog appears. Odds are it could simply be internal footage shared at EA and developer DICE, or footage compiled mid-development, before final revisions are made. #BATTLEFIELD 6 LEAKS REDDIT PC#More video footageĪ TikTok video (first spotted by VG247) previously teased supposed footage of Battlefield 6, but PC Gamer reports that the footage is not from any official trailer, and was never intended to represent the game to the public. These images reinforce the rumor that Battlefield 6 will have a near-future theme, eschewing the previous World War 1 and 2 motifs and returning to something more resembling Battlefield 3 or 4. Unfortunately it looks like no one’s visiting the moon anytime soon, as the rocket is misfired - or maybe struck by enemy fire - and shoots into the adjacent tower. The rocket from the first image can be seen blasting off into the sky, rocket flames burning up the ground beneath. We also see what appears to be a robotic dog, like the infamous Boston Dynamics bots. #BATTLEFIELD 6 LEAKS REDDIT PLUS#The album shows off the same island image we saw in the previous leak, plus a number of shots of soldiers being shot at. So it’s a bit difficult to make out what we’re seeing in the images, posted to Imgur. Unfortunately, because the depths of the internet thrive on trolling, they’re all branded with the “lol guy” meme. Whether this trailer, or some version of it, is what we get at Battlefield 6's reveal in June, remains to be seen.More than 50 images, supposedly from a leaked Battlefield 6 trailer, leaked on May 24. I am a little hesitant to believe that, given DICE's love for revealing Battlefield games with in-engine trailers, before unleashing gameplay footage some weeks later. Some have claimed that this trailer was never meant for public consumption, and was instead designed for internal use. The bad news, of course, is that we've already seen most of these scenes, so while it's good to finally see them in context, this new cut doesn't offer much beyond reminding us that DICE is good at making exciting trailers. Though flashes have mostly been eliminated, we'd still recommend you use caution if you're prone to having epileptic seizures. This cut by Mikalton (Trigger warning, flashing images) is the best so far. Since then, Reddit users have cleaned it up a bit, upscaled it somewhat and synced the music. The original release of this, for some bizarre reason, also included a significant number of black frames, which caused the screen to flash with every beat of the trailer's ominous music. This unfortunately means that the annoying black bar with the LOL guy meme is still present across all of the trailer's scenes. #BATTLEFIELD 6 LEAKS REDDIT FULL#It seems whoever has access to the full thing seemingly got bored from holding it over people and decided to just publish the full cut. This is the trailer that produced all of the leaked screengrabs we've been seeing over the past couple of weeks. To see this content please enable targeting cookies. Today's drop comes just a few days after we got a glimpse of in-game footage. The full cut of what could be - or may have been at one point - Battlefield 6's reveal trailer, has made its way online. The Battlefield 6 leaks just keep on coming. The airflow is distributed throughout the room efficiently with 9 different movement motions. This system features Dry Mode, which helps to control humidity levels, even when cooling may not be needed. 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STEP 10- Spray the body in several light coats. When you remove the warm can from the water shake again quickly to make sure the contents are well mixed. The hot water will build up pressure in the can allowing it to spray better and with a finer pattern. Then place the can in a dish of hot water. First shake the can rigorously for a few minutes to mix the contents. I know what you’re thinking, its just spray paint! Bomb it! No, we’re going to show you the right way. STEP 8- Here all the graphics have been cut out and the excess mask removed, its a good idea to go over all the masking edges with the back of your finger nail to work out any air bubbles, seal the edges to the body and prevent paint bleeds. STEP 7- Once you have cut out the flames, remove the mask from the area where you will paint the main color. I like to tell people not to lift the knife so you never loose your spot on a cut the exception is when you get to points like the ones here on the flames. STEP 6- With a hobby knife and new blade, trace cut the graphic on the mask inside. Big swoops on the graphics look great on the larger body panels. Here I’m laying down an exaggerated tribal style flame. Parma makes a great Dual Tip Marker for drawing on bodies. STEP 5- Use a marker to draw the specific flame style you like. Your tape overlaps should be minimal so its not difficult to cut through later. STEP 4- Some wait until after they draw the graphic on the outside of the body to lay masking tape on the inside of the body, I on the other hand lay it down first and draw the graphics within the masked areas. To get the mask to adhere properly, use a heat gun or hair dryer to warm up the mask and then run your finger nail along the edges to set the masks adhesive to the lexan. STEP 3- Not all masks lay on the body nice and even. STEP 2- Apply the included masks to the body. This will get rid of any oils on the body. STEP 1- As with all bodies to be painted, head over to the kitchen sink, turn the tap on with warm water, squirt some dish soap into the body and wash the inside thoroughly. Flame painter 2.0 windows#But Project Jallopy needed a cool finish so we selected Bright White, Bright Yellow, Competition Orange and Bright Red for the flames Silver Streak to outline the windows and flames and Metalic Red for the main color. One can is enough to paint most bodies in a single color. It comes with window and light masks and the body itself has a overspray film that you’ll remove after painting.ĭuratrax offers a wide range of colors in 4.5oz spray cans. Parma’s Fifty Five Baja body has a cool classic hot rod look to it and fits most short course trucks perfectly. Oh and we did it without an airbrush! Yes, this paint job here is done entirely with Duratrax’s new Spray Paints. So as we prepped the body for the graphics and paint, we started grabbing some photos so you can follow along to see how easy it is to spray a flame scheme. One color, stripes, checkers and then it hit us, the classic flame paint scheme you just can’t go wrong with flames. Flame painter 2.0 how to#The question in our minds was how to paint it. As we finished up our Project Jallopy build (you did follow it right?) it was time to lay down some paint on the Parma Fifty Five Baja Body we selected for the machine. |
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