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 |
|---|---|---|---|
| I guess niccas think if they owe you money for so long you'll forget! 😒😒 | Mixed | Abusive | User Added |
| I guess bitches got it twisted and think I'm weak or something.. Do I look weak? Do I look scary? Do I look like somebody you finna pick w|? | Mixed | Abusive | User Added |
| I guess I just come off as a bitch to people 😑 | Mixed | Abusive | User Added |
| I guarantee there will b some hot twats out tonight in dresses with no leggings and open toed shoes. | Mixed | Abusive | User Added |
| I grew up with niggahs don't trust no niggah no love for niggahs | Mixed | Abusive | User Added |
| I grew up ina jungle wit the gorilla snakes & bird ass niggas 🐒🐍🐦 | Mixed | Abusive | User Added |
| I grew to hate blonde and primary colored weaves but that wouldn't stop me from requesting some good mouthwork. | Mixed | Safe | User Added |
| I gotta give De Blasio credit. He is a man of his word. Nypd can't arrest niggas for weed anymore hahahaha fuuuuuck yoouuuuu bitch | Mixed | Abusive | User Added |
| I gotta get it while da gettin good my nigguh | Mixed | Abusive | User Added |
| I gotta bottle of liq at the crib when I get off I'm hitting dat bitch bare😩... the liq dat is!!! | Mixed | Abusive | User Added |
| I gotta bitch to suck my dick till I nut spit it on my gut and slurp that shit back up ain't that a slut | Mixed | Abusive | User Added |
| I gotta big head yah bitch I think it's crown sized | 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