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 |
|---|---|---|---|
| “@_LoveCarolina_: My Lakers are going to be so trash this season I can't wait 🙌👏😒” :( | Mixed | Safe | User Added |
| “@_Leyahhhh_: No one likes i n d i r e c t ass bitches.” 👏 | Mixed | Abusive | User Added |
| “@_KingRichyyyy: @NoFly_Zone8 @1017_Sqquad you a bitch”they need to lock yo ass up for sayin some stupid shit like that | Mixed | Abusive | User Added |
| “@_KingCorey_: I got the giggles because I'm a fag, I ain't gon' lie lol 😂😂” | Mixed | Abusive | User Added |
| “@_Jiare: “@WB_Pooh_3x: Where the bitches at ,?? 👀” yeah where they at 👀” I don't know they probably at that Party 😩 | Mixed | Abusive | User Added |
| “@_Jamal___: these hoes ain't loyal” no they ain't | Mixed | Abusive | User Added |
| “@_ImtrILLasFuk: Snap Chat Names please? 😏💫💦”only bitch you can Snapchatt is me | Mixed | Abusive | User Added |
| “@_Georjay: @ZoeBoi03 happy birthday little bitch.” BOFL this made me laugh when I read it 😂😂 | Mixed | Abusive | User Added |
| “@_Dominiquecs: @Thompson_Era hahaha! She to much of a thottie for you!” Never fear Captain Save-A-Thot is here to save that hoe 😎 | Mixed | Abusive | User Added |
| “@_DMiLL_: “@1BlackMigo: Kyrie fast than a bitch with the ball” look like you out there lol”lol I wish | Mixed | Abusive | User Added |
| “@_DEROOO: “@ViriDoesItt: How I lose this sweet..”you ain't lose it you hide it lmfao Viri tryna smoke that hoe to his self” 😂😂😂 Boy... | Mixed | Abusive | User Added |
| “@_CocaKoula: Oomf a fake bitch ass nigga point blank period. Smh” AWWWW SHITTTTTTT | 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