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 |
|---|---|---|---|
| Almost forgot 40,000 tweets still no bitches | Mixed | Abusive | User Added |
| Almost everyone I met in #Paris was absolute trash. And if they support a republican government, I hope they fucking die. | Mixed | Abusive | User Added |
| Almost done with this bitch ass room .... | Mixed | Abusive | User Added |
| Almost cussed dis bitch out at mcdonalds talmbout da register down so dey can't serve us..umm bitch give us da food fa free den 😒 | Mixed | Abusive | User Added |
| Allergies have my eyes all red and chink eyed, I look like I'm stoned | Mixed | Abusive | User Added |
| Allergies ain't bothered me all summer now all of a sudden in the middle of august shit is startin to get real. Ain't that about a bitch | Mixed | Abusive | User Added |
| All your selfies are booty pics... Cause bitch you always look like ass | Mixed | Abusive | User Added |
| All you see is straight pussy in my iPhone! | Mixed | Abusive | User Added |
| All you pussies is losers, all my niggas is winnin | Mixed | Abusive | User Added |
| All you ofay got left is da Oscars. Better Enjoy dat before us colored folk get dat too! | Mixed | Abusive | User Added |
| All you muzzy lovers need to do one thing. Tell muzzies in the mideast to leave Israel alone. Don't start no shit won't be no shit. #Israel | Mixed | Hate Speech | User Added |
| All you ladies pop your pussy like this | 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