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 |
|---|---|---|---|
| RT @Cashmere_Nasir: @SkinnyBee__ @BossLifePiFF you lil stupid lil bitch she ain't fuckin with you (bug Sean voice) | Mixed | Abusive | User Added |
| RT @Cashbethemotive: @HaveMercyyy @killquana ooh yea @gucci1017 !! Getting all hoes! | Mixed | Abusive | User Added |
| RT @CashOutMolly: bitches is stupid .. they get cheated on BY THEY MAN and wanna go fight the girl . NO BITCH leave that nigga and move on … | Mixed | Abusive | User Added |
| RT @Carxlito: “@tropicaldrew_: @TonyGetsBjs_ I know! It was that dana whore. If I get rid of them rn will you donate one to me” that bitch … | Mixed | Abusive | User Added |
| RT @CarterBoy_leake: If you fucked in car before you gotta know you a hoe 😂 | Mixed | Abusive | User Added |
| RT @CarsonTyler85: @Thompson_Era hell yea ill rep your shirt to fam lol #BetterWithPets TeamDonny in this hoe 👊👊 | Mixed | Abusive | User Added |
| RT @CarmeelaCuuh: I be like wassup bitch?! ¯\( ˘o˘)/¯ ) ) | \ | |_ "huh? nothing" that's what I thought hoe. (˘o˘ ) <) … | Mixed | Abusive | User Added |
| RT @Carlozxivir: @VocaToaster ching chong | Mixed | Hate Speech | User Added |
| RT @Carlcjsmith: Don't tell a girl you'll never eat pussy, cus you just lost. That means all you do is have sex, and you boring. | Mixed | Abusive | User Added |
| RT @CaramelKushh: these bitches love wyandanch niggas i tell you , i always see yall o.t bitches out here wit them . but keep frontin for t… | Mixed | Abusive | User Added |
| RT @CappDaPrez: I tell a bitch dont RT my shit unless u suckin/fuckin | Mixed | Abusive | User Added |
| RT @CappDaPrez: Bust dat pussy wide OPEN | 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