Zambian Language Trainer Window
Curate local language datasets and trigger asynchronous machine learning training
Multilingual
Select Target Zambian Dialect to Manage & Train:
🇿🇲
Unified (All)
🇿🇲
Chibemba
🇿🇲
Chinyanja
🇿🇲
Chitonga
🇿🇲
Silozi
🇬🇧
English
🌐
Mixed/General
Local Dataset Inspector: All
25506 Records| Phrase Text | Dialect | Category Label | Source |
|---|---|---|---|
| “@Chrissy_Cindy: If a bitch tweet "I lose interest fast" slide in her DMs cause she a Thot” good looks | Mixed | Abusive | User Added |
| “@Chrissy_Cindy: "WAKA TAMMY JUST GOT HER ASS BEAT"... http://t.co/9in5IysnpI” Ctfu how Niggas be they don't ever have they bitch back 😂😂 | Mixed | Abusive | User Added |
| “@Chris_cooper907: @AK_Mueller @B_Reason18 its Brandon motherfucking reason.” He's a bitch nigga | Mixed | Abusive | User Added |
| “@Chhicoo: @VSamone stupid bitch!” http://t.co/K7MyvFlWFg | Mixed | Abusive | User Added |
| “@CheyaGurr: @A_Mitchellll13 ur seriously a fag”don't hate | Mixed | Abusive | User Added |
| “@Cheddar85: Got the carburetor foyer my #chevy c10 being rebuilt by my #redneck friend ... everybodys got one!!” I need 1 they can build | Mixed | Abusive | User Added |
| “@CharlieDayQuote: Viet-goddamn-nam, that's what happened! Go get me a beer, bitch!” @John_Colman | Mixed | Abusive | User Added |
| “@ChanelleLeee: you boney little hoe "@wizkhalifa: Smile for the day. http://t.co/DcXdFtjSjt”” This is funny? :/ | Mixed | Abusive | User Added |
| “@CelebovickOTF: I hate a bitch that like to argue n shyt....:-)” | Mixed | Abusive | User Added |
| “@CayMarieee: I really hate this bitch, but she knows me best 💕💙” | Mixed | Abusive | User Added |
| “@CayMarieee: “@WhereYoHussleAt: @CayMarieee bitch” what u gone say bitch for. We're on the phone bitch.” Cuz to the let these Mfs know 😂 | Mixed | Abusive | User Added |
| “@CauseWereGuys: One wrong move and consider your bitch mine http://t.co/01VJZqnaHh” @its_gabbyElla @Lyssa_Rae16 | Mixed | Abusive | User Added |
Add Local Phrase
Batch Import CSV
CSV OnlyUpload a custom CSV file to bulk import training data across all languages. Required columns: phrase (or text), category (0=Hate, 1=Abusive, 2=Safe), and optionally language.
Model Training Control
20%
Evaluation Results
Trained Algorithm:
Decision Tree
ACCURACY
F1 SCORE
Confusion Matrix Grid
46
0
0
2
41
4
0
0
47
Columns: Predicted
Rows: Actual
Algorithm Accuracy Graph