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Next, I tried gradient boosted decision trees, which I had learned about in a stats class but never actually used before. #KAGGLE COMPETITION SPELLING CORRECTOR HOW TO#It took a day or so to figure out how to do logistic regression properly, which got me a score of 0.259 on the public leaderboard. Initially my logistic regression wasn’t working properly and I got a negative score. All you had to do was load the data into memory, invoke the glm() function in R, and output the predictions. The first thing I tried was logistic regression. Still, I was curious to see how my relatively simple tools would fare against the sophisticated techniques on the leaderboard. Kaggle is a machine learning competition platform filled with thousands of smart data scientists, machine learning experts, and statistics PhDs, and I am not one of them. I guess this is because it’s a fairly well-understood problem (binary classification) with a reasonably sized dataset, making it accessible to beginning data scientists. With over 5000 teams entering the competition, it was the largest Kaggle competition ever. Basically, you’re asked to predict a binary variable - whether or not an insurance claim will be filed - based on a bunch of numerical and categorical variables. This week I participated in the Porto Seguro Kaggle competition. ![]() 11/14/2022 0 Comments Titan souls character bow![]() Rather, I knew what their behavior patterns and attacks would be, and I knew what kind of position I needed to be in to kill them. I'm not just talking about what spot to hit, either. For many bosses, I knew what I needed to do to beat them almost immediately. You'll notice here I'm not using the word "challenging," because I'm not really sure that challenge is the right word. 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There's a world to explore, but it's mostly empty, absent a few rudimentary puzzle bits here and there - and, admittedly, a few neat secrets that reveal optional additional titans. You can also roll, and holding the roll button down lets you run just a little faster than usual.Īnd. You can retrieve the arrow by walking over it, or you can hold the fire button to pull it back to you with force - which can kill as effectively as a direct attack. You have one arrow, which you fire by holding a button long enough to nock it the longer you hold the button, the farther your arrow will fly. Titan Souls' limited vocabulary stretches to its basic mechanics as well. Even the titans you come across are an opaque sort of mystery - some kind of text appears at the bottom of each encounter, but it's complete gibberish in all but two encounters I came across. This is less sociopathic than it initially sounds, because the world of Titan Souls is mostly empty, a set of ruins that should feel very familiar in its top-down perspective to anyone with a history in eight- and 16-bit adventure games, especially the Zelda series.Īs you explore the starting temple you'll find rooms with giant sleeping creatures - which, to be totally honest, don't seem like they were hurting anybody - and wake them up (by shooting them with your arrow) and then kill them (also by shooting them with your arrow).Ĭomparisons to games like Shadow of the Colossus and its giant bosses are unavoidable, which Titan Souls seems to be satisfied with, given the lack of any real info or context. You start alone in a world with just one arrow and a quickly apparent goal: to kill everything you meet. Titan Souls doesn't do any heavy lifting to explain its premise. To be totally honest, it doesn't seem like the titans were hurting anybody Despite moments of real boss-fight brilliance, Titan Souls feels like waiting for a slot machine to pop just a little bit too often, and when it does, the reward is a chance to do it all again. And, again, in the interest of honesty, this fight neatly ties a bow on top of my Titan Souls experience, places it in a proverbial, one-word nutshell: anticlimax. To be honest, I'm not quite sure what happened. This time, there's a bright flash of white on the screen, and my opponent is the one who fell. But that doesn't seem to matter, and here comes death number 31-Įxcept no. I know what I need to do, where I should theoretically be aiming my single arrow. I've died what I estimate to be about 30 times in this particular fight in developer Acid Nerve's overhead, pixel-art action game, which is really just a small fraction of the total number of times I've died over the course of the game, but I just don't feel like I'm getting anywhere. ![]() 11/14/2022 0 Comments Gefen digital to audio converter![]()
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I mean, I’m sure logically it’s because of permission or law or telecomm rules or something, but perhaps instead it’s because maybe Amazon doesn’t like German beer?Īnyway, I dig the rating feature, as perhaps it will lend some balance to the garden of crap that is Amazon reviews because making it easier to rate a book, even without comments, will offset the crazysauce. Note: Sharing Highlights and Notes on Facebook and Twitter is not available in Germany.” You can also share your rating of any Kindle Book you’re reading through your social media networks. Third: social network rating and sharing: “If you’re reading and happen across a passage you’d like to share with friends or followers through social networking sites, Kindle gives you the option to post it to Facebook or Twitter. 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These players are so in tune with their pregame routines, someone like Krug can describe it from beginning to end off the top of his head, breaking it down movement by movement.ĭuring the course of an 82-game season, players will be in and out of the lineup, so sometimes the pregame warmup can become a bit disjointed, but all players do their part to keep it in sync and help one another maintain their routines. Since the Bruins have a 10-day break before starting the latter, the warmup prior to Game 1 on May 27 at TD Garden will be crucial to help shake the rust. 25 of the regular season, or Game 1 of the Stanley Cup final. 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