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 |
|---|---|---|---|
| RT @ceoo_97: “@POSlTlVEVlBE: a loyal girl truly does come with a smart mouth & arguments,only a hoe will let you do as you please cause she… | Mixed | Abusive | User Added |
| RT @cenopant: (she)s bro(was)ken bec(a)use s(side)he beli(hoe)ved | Mixed | Safe | User Added |
| RT @cecetooshort_: wait.. why do niggas get to fw they exe's friend but when girls fw her exes friend she a hoe? lol | Mixed | Abusive | User Added |
| RT @ccobb1573: “@imFindDory: Can't spell slut without u, bitch.” | Mixed | Abusive | User Added |
| RT @ccancel14: Miserable bitches talk the most shit 😂✌️ | Mixed | Abusive | User Added |
| RT @causeweregirls: Bae: "Go talk to your hoes" Me: http://t.co/kKk5pSBv9F | Mixed | Abusive | User Added |
| RT @castabignet: Some people are handed a bar of gold and all they can do is bitch about how heavy it is. | Mixed | Abusive | User Added |
| RT @cassidy_kelsey: Now you just reminded me why I hate you. #bitch #cantstandyou | Mixed | Abusive | User Added |
| RT @cashflowHO: I'm too pretty for this 😎💁💅 . Yall lil bitches can have the petty shit 👐💩💀 . | Mixed | Abusive | User Added |
| RT @caseytu88662466: Y these niggas on this hoe shit | Mixed | Abusive | User Added |
| RT @caseytu88662466: Play pussy get fucked | Mixed | Abusive | User Added |
| RT @caseykim12: Your sole purpose is to make money. Otherwise you'd suggest violence prevention policies that actually WORK. @piersmorgan | Mixed | Safe | 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