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
25504 Records| Phrase Text | Dialect | Category Label | Source |
|---|---|---|---|
| i like chillin' with yo bitch I like fuckin' her | Mixed | Abusive | User Added |
| i just realized me and @DirkAlisic have been talking shit to each other nonstop for the past 48 hours. stop texting me bitch. | Mixed | Abusive | User Added |
| i just fell in love with a bitch with a stupid bootyyyyyy 😩😩😩😩😜😜😜😜😍😍😍😍😘😘 | Mixed | Abusive | User Added |
| i head butted a bitch in the club. Lmao she tried to play it off. Bitch i know your head hurts! | Mixed | Abusive | User Added |
| i havnt fought a bitch ina minute. .cant wait. | Mixed | Abusive | User Added |
| i have to be the taller older bitch | Mixed | Abusive | User Added |
| i hate the whole, slut, hoe, "thot" talk lol given what i'm sure people's personal inboxes and late nights look like | Mixed | Abusive | User Added |
| i hate my manager so much she makes me wanna throw silverware at her stupid bitch ass | Mixed | Abusive | User Added |
| i hate hoes. | Mixed | Hate Speech | User Added |
| i hate ah dirty house!!! foul living bitches | Mixed | Abusive | User Added |
| i gotta team of hoes like pat summit.. | Mixed | Abusive | User Added |
| i got, 300 bitches like I'm Sosa hoe.. my jewelery shinin like some mop and glo | 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