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Confusion Matrix for the Suicide-Watch dataset. Figure 20. Bernoulli Naive Bayes Confusion Matrix for the Suicide-Watch dataset. Figure 20. Bernoulli Naive Bayes Confusion Matrix for the Suicide-Watch dataset. Figure 21. Random Forest Confusion Matrix for Suicide-Watch dataset. Figure 21. Random Forest Confusion Matrix for Suicide-Watch dataset. Figure 22. SqueezeBert Confusion Matrix for Suicide-Watch dataset. Figure 22. SqueezeBert Confusion Matrix for Suicide-Watch dataset. Figure 23. RoBerta Confusion Matrix for Suicide-Watch dataset. Figure 23. RoBerta Confusion Matrix for Suicide-Watch dataset. Figure 24. DeBerta Confusion Matrix for Suicide-Watch dataset. Figure 24. DeBerta Confusion Matrix for Suicide-Watch dataset. Figure 25. DistilBert Confusion Matrix for Suicide-Watch dataset. Figure 25. DistilBert Confusion Matrix for Suicide-Watch dataset. Table 1. Sentiment140 dataset description table. Table 1. Sentiment140 dataset description table. CharacteristicValueTotal Tweets632,528Depressive Tweets316,264Non-Depressive Tweets316,264Collection PeriodApril–June 2009 Table 2. Suicide-Watch dataset description table. Table 2. Suicide-Watch dataset description table. CharacteristicValueTotal Reddits/Subreddits232,074Suicide Reddits/Subreddits116,037Non-Depressive Reddits/Subreddits116,037Collection PeriodDecember 2008–January 2021 Table 3. Overviewof the model’s performance on the Sentiment 140 Dataset. Table 3. Overviewof the model’s performance on the Sentiment 140 Dataset. ModelAccuracyPrecisionRecallF1-ScoreRandom Forest94.9%96.4%93.3%95.0%Bernoulli Naive Bayes90.1%90.1%90.0%90.1%Logistic Regression97.0%97.2%96.7%97.0%RoBERTa98.0%98.0%99.0%98.0%DeBERTa98.0%98.0%98.0%98.0%DistilBERT97.0%98.0%98.0%97.0%SquuezeBERT95.0%97.0%97.0%96.0% Table 4. Overviewof the model’s performance on the Suicide-Watch Dataset. Table 4. Overviewof the model’s performance on the Suicide-Watch Dataset. ModelAccuracyPrecisionRecallF1-ScoreRandom Forest90.8%90.8%90.8%90.8%Bernoulli Naive Bayes78.2%80.1%78.2%77.9%Logistic Regression93.5%93.5%93.5%93.5%RoBERTa87.0%87.2%87.0%87.0.0%DeBERTa88.0%88.5%88.0%87.9%DistilBERT88.0%88.0%88.0%88.0%SquuezeBERT87.5%87.8%87.5%87.4% Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. © 2024 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (

Bug Fix Guide for all Fallout GamesPOST FORMATTINGPlease use tags in your post titles for what game, and what you want to discuss! Each post MUST have a tag for which game you are posting about.[FO4] - For Fallout 4[FNV] - For New Vegas[FO3] - For Fallout 3[FO2] - For Fallout 2[FO1] - For Fallout 1[FOT] - For Fallout Tactics[F76] - For Fallout 76EXAMPLE : [FNV] New Vegas Fiend CompanionSpoilersPlease use spoiler tags for MAJOR game events. Minor spoilers should be expected here.Type Without quotes :"[Mr House is actually an Alien who started the great war]" (/spoiler)To get this :Just kidding, that would be a terrible storyUseful linksFallout Wiki - NukapediaFallout Wiki: The VaultGECK WIKI - Wiki for the GECK mod making toolNew Vegas Nexus - For all your New Vegas modding needsFallout 3 Nexus - For all your Fallout 3 modding needsFallout 4 Nexus - For all your Fallout 4 modding needsExplore the Fallout Network/r/fallout - Reddits Fallout Home/r/fo3 - Discussion Fallout 3/r/fnv - Discussion for New Vegas/r/fo4 - Discussion for Fallout 4/r/classicfallout - For the early Fallout games/r/falloutlore - In depth discussion for everything lore relatedDiscord serverTwitter account

Or offer enhancement to your initial attempt. • Political Posts.• This subreddit invites redditors from all around the globe to discuss enterprise networking. • Political posts tend to attract the wrong crowd and overly aggressive vocalization. • Topics that may affect one locale does not contribute enterprise networking discussions. Recommended & Related Sub-Reddits: Related IRC Channels • • • • Rule #1: No Home Networking. Rule #2: No Certification Brain Dumps / Cheating.Rule #3: No BlogSpam / Traffic re-direction. Rule #4: No Low Quality Posts. Rule #5: No Early Career Advice. Rule #6: Homework / Educational Questions must display effort.Rule #7: No Political Posts.Cisco Vpn Client Silent Installation CommandSilent VPN Auto Installer Years ago a co-worker worked on creating an EXE that we could distribute that would set up a VPN connection for our users in an unattended fashionno user input other than to click “Yes” and to acknowledge the completion notice. Well I’ve been looking for a way to make that auto installer completely silent. Because it is a user based setting, I can’t throw it into my SCCM Task Sequence. It needs to run after a user logs in. But I don’t want the user to see it run. It needs to run silently in the backgroundno user intervention at all. I knew that Philip had used the Connection Manager Administration Kit (CMAK) to create the original EXE.

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Discussion forumsVarious topics are categorized into communities in the reddit online forum (those communities in the reddit online forum are also called sub-reddits). Reddit is a social news aggregation, web content rating, and discussion website and its registered members or viewers submit contents such as links, text posts, images, and videos to the website which are then voted or rated up or down by other members.Reddit was founded in America in 2005 and since then till today, it has grown to have more than 500 million active users per month.2. Quora: This world online forum is based on questions and answers in various topics and subjects available for the online forum users around the globe. It was founded by two former employees of Facebook social medium in Carlifonia, America in 2009 and since then till now, It has more than 300 million active users every month and it is still growing in terms of popularity.Online forums for studentsUsers of Quora online forum can collaborate by editing questions and commenting on answers that have been submitted by other users.Also see: Best Apps for Lawyers and Law Students3. GitHub: This is an online discussion forum used globally to converse on topics of common interest among the participants. It serves as a code repository host for the member’s content. Members are allowed to share their projects as the platform supports different types of files recently. GitHub developers can also collaborate or centralize on projects and they can also make the space or website

Hollow Knight sequel fans yet again huffing the copium Image credit: little bomey Team Cherry's long-awaited metroidvania Hollow Knight: Silksong will be re-revealed in April, if you believe a bunch of frantic reddit posts about cake. The standard practice when writing up such fan theorising is to walk you through it step by step, peeling back the layers like Inspector Clouseau. But I know that you are a busy person, so I will jam it all into a single sentence: a Twitter account purporting to be a Silksong developer has posted a tweet that seemingly predicts the Switch 2 announcement while using a profile picture of some cake taken from a recipe book that was published on 2nd April 2024 which is exactly a year before 2nd April 2025 which is the date of the Nintendo Direct teased in the Switch 2 announcement. The conclusion being drawn on the aforesaid reddits is that we'll finally lay eyes on Silksong on 2nd April 2025 - because after all, if the cake tweeter was correct about the Switch 2 announcement, the implication is that Silksong is a Switch 2 game, and will form part of the console's introductory showcase. You can read a longer, more elegant version of all this on Eurogamer.You might be struggling to recall what the hell Silksong is, other than the endlessly collapsing kernel of a storm of competing signifiers. It's the sequel to Hollow Knight, remember? They announced it in 2019. Ah, such an innocent time.The game stars Hornet, a character from Hollow Knight, and is about journeying upward through "coral forests, mossy grottos, gilded cities and misted moors" where Hollow Knight was about venturing ever downward. Back in 2019, Team Cherry promised new skills and tools, plus over "150 new enemies". It seems likely that much will have changed - five years in gamedev is a pretty long haul. Here's everything we know about Silksong at the time of writing.So, will we get some proper footage of Silksong at the big Switcheroo in April? Perhaps even a release date? I'm less convinced, not because I have insider knowledge but simply because I have played Portal.