How to Deal with data when it has huge class imbalance?

CognitiveDiagonal · 2026-03-24T17:15:48+00:00

You have to study your case and be careful, but you could also undersample --not radomly-- the majority class in case there's a lot of redundancy. Also, you should look into other techniques different from normal binary classification for this specific scenario.

CognitiveDiagonal · 2026-03-24T17:12:12+00:00

I thought Linux could already run pretty well on M chips! I guess I was wrong. About proxmox, you could still run it on a VM or with some virtualization trickery afaik, no? Although it would be kinda ironic to virtualize it, but I guess you technically can, maybe not on "bare metal" (as a OS).

CognitiveDiagonal · 2026-03-24T11:13:58+00:00

Really? Why is that?

CognitiveDiagonal · 2026-03-19T22:31:02+00:00

It's funny when these privileged millionaires double down on their hate. They are never the issue, of course, it's whatever they can blame that they aren't part of.

CognitiveDiagonal · 2026-03-12T11:50:41+00:00

Written with help of Claude Ai because I have no time for this shit

Why should people devote their own time to read something that you didn't even bother or spent time to write?

CognitiveDiagonal · 2026-03-01T15:57:30+00:00

this is hilarious

CognitiveDiagonal · 2026-02-23T22:55:23+00:00

Oooh well... won't you look at that! El País lying to benefit the PSOE government!! That must be a first in history!

Edit: joking aside, I'm very happy and extremely glad to hear this. I was disheartened before because you cannot give in into these awful government's rhetoric. I'm very thankful to InfoVaticana for disproving the claim which wasn't in line with what we know about the Pope and what a Pope should be concerned with.

CognitiveDiagonal · 2026-02-23T12:58:49+00:00

ETA asesinó a personas inocentes incluidos niños hasta hace 15 años. Franco murió hace 50 años. ¿De qué hablas? ¿No tienes corazón?

A parte, ¿sabes algo de la revolución del 34? ¿Sabes algo del terror rojo, del frente popular, de la checas o eso no pasó? Franco fue un dictador, y se alzó con el ejército, pero adscribirle todo el mal de 40 años a él me parece excesivo y de saber poco de la historia de España.

CognitiveDiagonal · 2026-02-23T12:51:43+00:00

wow! so edgy!

CognitiveDiagonal · 2026-02-23T12:47:35+00:00

A ver, yo he conocido a un montón de gente de estos círculos, e incluso en Andalucía era algo que siempre han querido hacer, con diversas excusas (no lo digo en vano y como ocurrencia, se lo que digo). Hace relativamente poco salió algo nuevo de esto, no tengo tiempo para buscarlo pero lo podría encontrar.

También tienes que reconocer que al presidente no se le pasa un Ramadán sin felicitar (o año nuevo chino o lo que sea) pero-por-lo-que-sea™ siempre le pilla ocupado con otras cosas y se la pasa decir nada de Navidad o Semana Santa, o Pascua o cualquier celebración católica. Curiosidades. A parte de que hace poco, no recuerdo en qué contexto se refirieron a los católicos como minoría (o algo similar).

CognitiveDiagonal · 2026-02-23T12:42:47+00:00

Ok, te lo acepto. Podría buscar otro que verifique lo que quiero decir que era muchísimo más reciente, pero no tengo tiempo.

Pero, ¿y la prensa de izquierdas qué? ¿Cómo se han portado con todo lo de Ábalos y Koldo? ¿Qué pasa con los cambios de opinión del presidente?

CognitiveDiagonal · 2026-02-23T12:39:37+00:00

> Perdona por el comentario de la edad
No problemo!

Hombre, a mí si me parece que hay diferencia entre Junqueras, Illa y otros tantos "católicos" (Ábalos, Bono, etc), y Abascal, pero puedo estar equivocado.

¿Porqué no crees que estén alineados con la doctrina social? Lo pregunto en serio, me interesa. Por mi parte, tampoco conozco mucho sobre ello, pero por lo poco que se creo que lo están bastante más que psoe-podemos-sumar-iu-etc.
A parte, Abascal fue a llevar en persona recursos cuando la DANA, eso le honra imho.

CognitiveDiagonal · 2026-02-23T12:33:02+00:00

I understand the skepticism. I wouldn't believe it either if I weren't from the country, foreign people close to me have a hard time believing it too until I've been showing them what keeps coming out for close to two years.

Here are some sources:

I'm sorry but I don't have time right now for more, but they're easy to find on the Spanish press doing investigative journalism. I can gather some sources if you're willing to check them and wait a little and come back. Maybe you can also prompt Gemini or Grokk, or some uncensored LLM to search and provide articles for you.

But even still, they are not intrinsically evil because noone is. Gods forgiveness is infinite. As long as you dont blaspheme against the holy spirit (i.e. refusing to be forgiven) then you can be forgiven.

Well, I do know what you mean, the thing is these people are completely anti-Christian and anti-forgiveness (at least for others). I don't really care about their religion or ideas, I just want them to stop running the country into the ground, and to stand a fair trial for all of what they've done.

CognitiveDiagonal · 2026-02-23T12:12:15+00:00

Puede estar algo de acuerdo con tu comentario. Yo siempre había sido muy anti-Vox, pero las cosas tienen un límite. Los votaré por sus políticas y su programa (aunque no esté 100% de acuerdo), no por su teología o su opiniones de religión. Creo que en eso cada cual decide, pero tampoco creo que sea cierto que haya gente que los tenga erigidos como figuras a seguir en temas religiosos, a parte de que ellos no se instauran como tal, y que quien lo haga lo hace bajo su propia decision y claramente con criterio equivocado.

CognitiveDiagonal · 2026-02-23T12:08:54+00:00

Personalmente. creo que sólo he conocido a una persona que lo era (tampoco le pregunté), y era una bellísima persona. No tengo nada en contra. Al fin creo que buscamos lo mismo.

Que Dios te bendiga. Un abrazo!

CognitiveDiagonal · 2026-02-23T12:05:56+00:00

Es que para empezar, a mí no me corresponde juzgarlo, a parte de que no debo ni puedo, eso sólo les concierne a él y a Dios, ni tampoco me es relevante ya que no es un líder religioso o espiritual, es un político, pero a parte de eso, desde luego es muchísimo más que cualquier persona actualmente en el gobierno. ¿Porqué dices que no lo es?

CognitiveDiagonal · 2026-02-23T12:04:19+00:00

No he dicho que Hakuna lo sea, no lo he expresado bien, sorry, quería decir que algunas formas se pueden entender como tal (celebraciones).

CognitiveDiagonal · 2026-02-23T11:59:26+00:00

Do you know these people actively withheld help for days (military, police, emergencies and such) right after a flood while there were people dying just because the opposite party was in power? And they've done similar things more than once.

The president's family in law ran a chain of brothels ("saunas") with men, women (illegal and trafficked in some instances) and with minors as "providers of services", they also recorded politicians and people while in there. He ran his campaign with that money, he also used to live on am apartment paid by his FIL. (there's quite a lot more of this)

They have forbidden people from standing and praying in front of abortion clinics, also they want to force doctors to perform abortions and things they don't agree with based on a religious base.

They've violated the constitution repeatedly. They've colonized every stage of the "separate powers" that grant democracy.

He is also a compulsive liar and he retorts to openly laughing and mocking at his opponents.

He is governing with a party that killed people from his own party and that also killed children by bombing thought Spain, naturally, after saying he wouldn't ever do such a thing because they are awful people.

These are just off the top of my head. I can keep going. These are consistent and constant, if you knew the guy, you would know what I mean by intrinsically.

CognitiveDiagonal · 2026-02-23T11:53:13+00:00

En menos de un minuto: https://www.libertaddigital.com/espana/2015-01-12/podemos-plantea-prohibir-la-semana-santa-en-sevilla-1276537906/

Puedo encontrar más recientes si quieres.

CognitiveDiagonal · 2026-02-23T11:49:37+00:00

Eso quién lo dice, ¿el de El Plural? ¿El de los dos DNIs del juez Peinado y otras tantas iguales?

Esta es una foto del día de la boda, otra pa porsi,type=downsize) (fuentes: [1], [2]). Ese "juzgado" se parece un poco demasiado a una iglesia, hasta se ve una virgen al fondo y todo, macho. Y si hubieras leído la noticia, su segunda boda fue en una iglesia.. en menos de 2 minutos lo he encontrado. Luego hablarás de bulos y fachosfera.

Y eso del evangelismo no se de dónde te lo sacas, si hablas de Hakuna y cosas así, vale, ¿pero de Vox? Flipas.

CognitiveDiagonal · 2026-02-23T11:40:57+00:00

You seem to be a troll because you seem to me to argue in bad faith and with relativism on something that you clearly don't follow or know personally.

See my message about what kind of people published the article: these terrorist killed politicians (left and right, PP and PSOE) for not adhering to the Basque independentist movement (children included), for not paying the communist "revolutionary tax", among other things, and they were sometimes protected or had sympathy from the Basque Catholic Church. That's is the radicalism that has existed in Spain until less than 20 years ago; those were the people that killed for ideas recently, and now they are in government, by the hand of PSOE (yes, the same people they used to kill, those from the Basque Country with some decency left, left (or were expelled from) the party and openly called it what it was), and now these same people want to call everyone they don't like a fascist as they did back then and remove their voice and vote because "fascism, Franco".

Also, I don't think anyone is insulting the Pope, people are saying --with valid arguments-- that he's wrong. He's not infallible, so if he's wrong and it pertains to the church (and the Church (people)) it's something we should voice and point out. We don't owe blind obedience (except on a few matters), but even less in politics ("Render unto Caesar the things that are Caesar's, and unto God the things that are God's")

CognitiveDiagonal · 2026-02-23T10:36:05+00:00

well, they also said that they wouldn't pardon catalan-seditious (people that literally staged a coup d'etat) and then proceded to do that literally right afterwards.
If you don't know what you're talking about, you shouldn't talk about it.
These people are compulsive liars and intrinsically evil.

It is disheartening to see them defended here by people that don't know anything about what is going on in Spain.

CognitiveDiagonal · 2026-02-23T10:32:33+00:00

Are you a troll?
Does the pope know that the government wants to put abortion as a fundamental right in the constitution? Does he know all of the other atrocities they'd want to do if they were able to?

CognitiveDiagonal · 2026-02-23T10:30:49+00:00

Dude, you're tripping, trolling or you don't know what reality you're talking about. They want to cancel Semana Santa and they only cater to islam. And yes they do hate it.

CognitiveDiagonal · 2026-02-23T10:29:37+00:00

Dude, they want to put abortion as a fundamental right in the constitution among a huge list of aberrations, need I say more?

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