![]() ![]() The next step for physicists is to discover more about the Higgs boson from the data of the Large Hadron Collider (LHC). TI - Higgs Boson Discovery with Boosted TreesīT - Proceedings of the NIPS 2014 Workshop on High-energy Physics and Machine LearningĭP - Proceedings of Machine Learning ResearchĪB - The discovery of the Higgs boson is remarkable for its importance in modern Physics research. Our final solution obtained an \emphAMS of 3.71885 on the private leaderboard, making us the top 2% in the Higgs boson challenge. Physical meaningful features are further extracted to improve the classification accuracy. Our model learns ensemble of boosted trees that makes careful tradeoff between classification error and model complexity. In this paper, we propose to solve the Higgs boson classification problem with a gradient boosting approach. The machine learning technique is one important component in solving this problem. A fundamental and challenging task is to extract the signal of Higgs boson from background noises. %X The discovery of the Higgs boson is remarkable for its importance in modern Physics research. %C Proceedings of Machine Learning Research %B Proceedings of the NIPS 2014 Workshop on High-energy Physics and Machine Learning %T Higgs Boson Discovery with Boosted Trees Verdict: Mindless fun which is why it's insulting if you can't complete it.= Boson X can be downloaded at īoson-x/17690/. For more info, you can download the game and check the two txt files that come with it. The game uses the Lotech engine which makes use of various open source libraries. I've also tried Ken's theme music from Street Fighter. You can download it for free from the Retro City Rampage website. What I do is turn the music in the options down to 0 percent and then play the Hotline Miami Soundtrack, starting from the second track, Hydrogen Renegade from the Retro City Rampage soundtrack works just as well. It would pose a more interesting, varied challenge if there were more combinations of platforms to tackle for each experiment. When you attempt each experiment as much as I have, it becomes easy to predict what will happen next. By that I mean the order in which the platforms appear, not experiments. It would be nice if there were a greater variety of scenarios. Simply enter a name for the leaderboards and you're there. You don't need to be registered with Game Jolt. You can effortlessly connect to the internet to compare high scores. The license may allow for modding I'm not too fluent when it comes to legalese. The game gets some extra points for being Alt Tab friendly, only 10 megabytes in size, and cool with me running my own background music. FYI, I'm running v1.0.4 and it is completely bug-free in my experience. It turned particularly bland in the final experiment to discover the X Boson particle. Also, the background music is forgettable. I do not appreciate how pressing an additional directional key in the middle of my jump will bring me down from the jump. Pressing Esc will redirect you to the level selection menu with no scope for continuation. The screenshots will not suffice to strengthen my point on the aesthetics of this game.īoson X loses points because there is no way to pause it. The animation is smooth, the colour scheme and display simple and elegant. It is a fairly tough game with a genuine sense of accomplishment waiting at the end. Once you've discovered 5 particles, then the elusive X Boson particle is up for discovery through the final experiment. The default running speed, the panels your professor will encounter, the colour scheme and even the way panels appear on screen vary with each experiment. With each level, called an experiment, you discover a different particle. There is no up or down on the inside of this decagonal prism, which claims to be a massive particle accelerator. You accelerate when you run along the blue panels. Platforms: Windows, Mac, Linux, iPod Touch, iPhone, iPad, AndroidĪn endless rotational runner, somewhat reminiscent of the pointless games every household would have in the '90s.
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