#confusion matrix

[machinelearningsite]

Confusion Matrix 101: Understanding Precision and Recall for Machine Learning Beginners

Evaluating classification models? Dive deep into confusion matrix and unlock the power of precision & recall for peak performance.

When we build a machine learning model, choosing the appropriate metric is the key factor for the feasibility of that model. This factor is only realizable when a model is implemented into a practical use-case. While accuracy remains the suitable metric for linear regression problems, it does not work well with classification problems. Instead, the performance of a classifier model is better…

[cdeeznuts1999]

Happy International Transgender Day of Visibility to Neo from The Matrix

[kaontic]

We are in the eye of the f*cking hurricane, people

[doefrost]

in 1996 they made linda danvers look gay as a subtle nod to her having been a satanist

[phoenix-is-the-hottest-thing]

By the way I fully caught up to the story now— chapter three was really good, damn. Love seeing Hi3 coming back to their roots (“no we can’t sacrifice you for the greater good, we love you”)

Songque sobbing and begging Baiji to hurry up because she was so scared of death, praying for someone to save her but refusing to move herself hhhhhhh

Poor Songque has the self-worth of a wet sock, she couldn’t even compute Baiji complimenting her character, bringing up multiple examples to deny it.

Entropy chasing Songque’s illusion was heartbreaking, they were all doing different things too, gave them a lot of life, genuinely great usage of the setting there…

Props to Thelema for professing that she chooses Songque’s free will over saving the world when she could barely move herself. Props to Sera for comforting her hivemind in death. Props to Baiji for having the balls to say he’d still doom them all trying to become god if he had a do-over. Duonigue’s betrayal of Perception was hilarious I kept turning and he kept yelping hahahaha.

And Lantern!! Lantern during the boss fight!!! Lantern yelling for Songque, begging, insisting that she could beat Perception, because Songque is the only one who’d choose the world over her own life…

Songque is everyone’s favorite failgirl and they love her so much

(And I absolutely love the twist that even her name is a scam asjfhdkdhdj)

[holybagelsstuff]

I lovelovelove the idea of Smith straddling Neo's lap. His slim but strong thighs under Neo's palms. Him breathing into Neo's neck and whispering his name. Him silently pleading Neo to let him stay here for longer because he won't admit it out loud. Him resting against Neo's chest and letting all the tension leave his body. This is Smith's safe space.

It taking place in the set of M1 just makes everything better. Smith is a jerk for purposefully deadnaming Neo, but he (Neo) would find a way for it to sound pleasing to the ear. By running his fingers over Smith's inner thighs and waist. Every Agent is sensitive at their waist.

"Mr. Andersonnn..."

[rayofmisfortune]

WOOOOO Somehow got to the transformers #23 (?? I believe that's the one 😭) any yoooo THE IDEAS THE COMICS ARE GIVING ME FOR THE STUPID BACK ALLEY PRIME THINGY JFNFNF

Imma have to play with how the matrix and primeness would work in my take but

Spoilers for the transformers issues up till n.23

FUUUUUCK oh my GOD Just drop a bombshell on me OP why don't you. I'm here all like "yea the matrix will hurt roddy actually" WHILE SAID THING APPARENTLY HAPPENED TO IDW OPTIMUS???

Now I understand why people say acquiring the matrix feels amazing when in relation to rodimus 😭 THE PARALLELS, well...more like opposites I suppose. I don't know yet just HOW OP got the Matrix, I do know how Roddy got it and was bonded to it and that itself looked very very different from what OP has/had going on with it. I already gave a spoilers warning so if you're still reading this, entirely on you of you get spoiled on how Rodimus got the matrix. In short, in Roddy's case, the Matrix literally brought him back to life after sustaining a lethal wound. It was for a time the only thing keeping him alive until it repaired him enough to function without its aid. With that in mind, I think I could still play with this property of the Matrix in my own... au(? I guess it's an au lmao) Since in the au Roddy isn't on the brink of death when he bonds with the matrix I can still entirely go ahead and MAKE IT HURT LIKE A BITCH cuz I just love my lil guys so much yk?

[aprimesrpcorner]

Hey guys!

Been a while, Sorry I havent been active on here, kinda fell off rping for a bit due to life, might retry here eventually or might have a different muse or something! I just did want people to know, that I have been hacked on discord, I apologize for that if they send anyone anything, its not me to those who I have friended, I am so upset ugh. Sorry again, I will try to be active on here as soon as possible, and if you wanna readd me on my new discord, block my old one and send me a dm, I apologize deeply again!

[purplecelestial-buddy]

Fandom in law this, fandom in law that

What about your fandom in law being a game made by the same company of a game you do play?

[your-pal-nebula]

Yall I accidentally submitted an image of Matrix instead of an image my math homework to my teacher yesterday because I misclicked

[superconductivebean]

#1622

Quillbot introduced a new feature: level of confidence its AI-for-AI supposes something has been generated or touched by the AI.

This feature, as predicted, rolls like the utter shitewheel it certainly is, because of course the AI will mark M-dashes and parenthesis incised into the sentence as at least AI-refined. And no, there would not be a clear guideline for how to use this feature.

By that I mean a clear instruction for how to… *sigh* Text generation is math. A lot of teeth-cracking math, some rigid programming, and all of that is based in linguistics. Neither field is particularly easy to get into and have a solid grasp on, so it should be logical a tool presented as easy-to-use and entirely-comprehensible in regards of all this—so in the form of percentages and now Confidence—*must* include explanations for either category with which it will mark texts.

[cybertr0nian]

**grabs Rodimus and teleports him away** No running in the hall, 15 seconds.....detention for you, when will you learn. **phases through the door and leaves**

"Wha-"

Where was he, and who was that?? Why did they just teleport him into some room? Why was he in 'detention' for??

" Wait!.....did they just phase through the door...."

[thehauntedhouses]

does anyone know why this picture of me in 2021 shows up in my phone as 1969???

[ave-immaculata]

why should catholic schools receive public funding when that means everyone is paying for them, even non-catholics who wouldn't send their child to a catholic school?

they shouldn't, I think it's one of the worst things to have happened here

however, here you are able to select which board (public or Catholic) your vote (for trustees and stuff) will apply to and your taxes will support. you're only allowed to "opt in" to the Catholic board if you self identify to the government as Roman Catholic (don't even get me started on this) and unless you call and switch, your ballot and taxes reflect the public board only

there's also a lot of confusion since a lot (like a lot) of non-Catholic families send their kids to Catholic school but because they won't self identify as Roman Catholic, they don't get to vote on the school boards trustees lol

[ghostcrows]

Trying to do task prioritization

Have you noticed literally everything is Important But Not Urgent.