Decoding the Black Box: Interpretable SVMs with Polynomial Kernels
![The Jacobi-kernel Support Vector Machine, applied to a double-spiral dataset with parameters [latex]\alpha = \beta = 0[/latex] and [latex]C = 1[/latex], demonstrates increasingly refined decision boundaries as the truncation level <i>n</i> varies from 1 to 16, evidenced by the evolving zero level set which accurately separates the two classes within the data.](https://arxiv.org/html/2604.15285v1/varying_n_alpha_beta0.png)
A new framework reveals the inner workings of Support Vector Machines, offering a structured understanding of how polynomial kernels contribute to classification decisions.
![The Jacobi-kernel Support Vector Machine, applied to a double-spiral dataset with parameters [latex]\alpha = \beta = 0[/latex] and [latex]C = 1[/latex], demonstrates increasingly refined decision boundaries as the truncation level <i>n</i> varies from 1 to 16, evidenced by the evolving zero level set which accurately separates the two classes within the data.](https://arxiv.org/html/2604.15285v1/varying_n_alpha_beta0.png)
A new framework reveals the inner workings of Support Vector Machines, offering a structured understanding of how polynomial kernels contribute to classification decisions.

You’ll be able to begin the Behind the Nuts quest once you’ve completed “One Flew,” the main job located at the Curdsville Nuthouse. Once that’s done, go behind the Soup to Nuts shop in the P.I. Office to Tammy’s Bearings and talk to Tammy.

Muzan was a villain who committed terrible acts for a long time, and for a long time, no one seemed able to challenge him. But that doesn’t mean he’s unbeatable. This list highlights anime characters powerful enough to not just defeat him, but completely destroy him.

When discussing the Cold War, it’s impossible to leave out Twilight Struggle, and I know everyone has strong opinions about their favorite games! While originally a board game, the digital version is truly the best way to experience the tense competition for world power in 1989, particularly if you don’t have many people to play board games with. It perfectly captures the long-term strategy of the era. Each card you play feels incredibly important, as you try to spread your influence while avoiding a devastating nuclear war. It’s the most accurate portrayal of the delicate balance of power between the United States and the Soviet Union.

Most fans have played a Teenage Mutant Ninja Turtles game at some point, but the experience can be very different depending on which one they chose. There have been some truly bad TMNT games over the years, even for dedicated fans. Luckily, there have also been many excellent TMNT games that anyone can enjoy. Let’s take a look at the best ones while we wait for The Last Ronin to release.

Over time, some amazing anime series unfortunately fade from public memory. These aren’t poorly made shows—they simply didn’t reach the same widespread popularity as other anime from the same era. Here are a few fantastic, yet often forgotten, anime that deserve a watch.

Osamu Tezuka created the first shonen anime, Astro Boy, in 1963, eleven years after the manga version was first published in 1952. Astro Boy paved the way for other popular shonen anime series like Dororo (1969), Devilman (1972), Ashita no Joe (1970), and Dragon Ball (1986), among many others. Even decades later, shonen anime remains incredibly popular. Here are some of the most iconic and beloved shonen anime from the 2000s that continue to be enjoyed today.

While Akane-banashi hasn’t become as popular as shows like Witch Hat Atelier or Re:Zero Season 4 just yet, it’s still one of the strongest new anime this season. It could gain even more viewers when it starts streaming on Netflix worldwide next month.

The digital version of the popular Pokémon Trading Card Game has been attracting players with lots of freebies and improvements. To mark the launch of the Perfect Order set, The Pokémon Company distributed eight free decks in Pokémon TCG Live, including strong, competitive decks featuring Dragapult ex and Mega Lucario ex. Players have also received numerous codes for free card packs from the newest Pokémon TCG sets. Now, an April update is adding significant improvements to the overall gameplay experience in Pokémon TCG Live.
![The study demonstrates that finite-difference computations of the expectation value [latex]E(\nu)E^{(\nu)}[/latex]-using both J-NCSM and M-NCSM methods-achieve relative errors comparable to exact Rayleigh-Schrödinger computations across NLO, N2LO, and N3LO orders, with errors modeled by [latex]E\_{\epsilon}(h)[/latex] for [latex]\epsilon=2\times 10^{-{15}}[/latex] and [latex]\epsilon=2\times 10^{-7}[/latex], all while employing consistent parameters of [latex]N\_{\mathrm{max}}=14[/latex], [latex]\Lambda=450[/latex] MeV, [latex]\omega=24[/latex] MeV, and a [latex]p=2[/latex] stencil.](https://arxiv.org/html/2604.14985v1/x4.png)
New calculations demonstrate the power of chiral effective field theory to accurately model the behavior of light atomic nuclei.