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 |
|---|---|---|---|
| If anyone wants to bring me a sweet tea to my party.. That'd make my bday perfect.. Well that and cracker barrel 😍😍 | Mixed | Safe | User Added |
| If anyone ever gets an attitude or w e with me idgaf who it is I am going to be a bitch right back 👌👌 | Mixed | Abusive | User Added |
| If anxiety was a person I'd kill that bitch so fuckin fast. | Mixed | Abusive | User Added |
| If a teacher tried to throw me some pussy when I was in school, nigga I ain't sayin shit | Mixed | Abusive | User Added |
| If a teacher gave me some pussy in elementary school I got to tell somebody. | Mixed | Abusive | User Added |
| If a spic ever talks to a white person and the white person kills them, it's self defense. | Mixed | Hate Speech | User Added |
| If a nigga phone broke best believe he only gon memorize his main bitch number or the bitch that's cash in him out number 💯😏 | Mixed | Abusive | User Added |
| If a nigga is watching Love and HipHop instead of the playoffs he gay denna bitch | Mixed | Abusive | User Added |
| If a nigga in nap can fuck my bitch that mean she lame for fuckin a lame.... All deez niggas here corny asl | Mixed | Abusive | User Added |
| If a nigca neva told you "bitch you got some bomb azz puzzy" kill yaself bitch http://t.co/CZXRV9to4A | Mixed | Abusive | User Added |
| If a cute bitch fucks with a lame nigga she automatically becomes 10 times less attractive in my eyes | Mixed | Abusive | User Added |
| If a chick wants me to eat her pussy then leave I'll accept gladly. Lol | 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