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 |
|---|---|---|---|
| "In My Mind" Gotta be the dumb hoe anthem... | Mixed | Abusive | User Added |
| "Imma tie that bitch up in the basement and donkey-fuck her ass for two weeks straight" hahahahahahahahaha #50centmovie #beforeiselfdestruct | Mixed | Abusive | User Added |
| "If you're a bad bitch put your hands up high" Every girl in the room starts waving there hands around. | Mixed | Abusive | User Added |
| "If you talk back to me you ain't getting no pussy." Me: http://t.co/vgnwcFgvSJ | Mixed | Abusive | User Added |
| "If you love her then hide yo bitch so you'll keep shorty." @wizkhalifa | Mixed | Abusive | User Added |
| "IBS" irritable bitch syndrome. | Mixed | Abusive | User Added |
| "I'm sorry I fucked yo bitch... But she really dig a nigga" @KingL | Mixed | Abusive | User Added |
| "I'm sick of his shit man @JonnieSantana: Sit his bitch ass, I'm fed up bro RT "@80sbaby4life: Geno threw yet another pick smh"" | Mixed | Abusive | User Added |
| "I'm probably your main bitch chocolate dipped cinnamon apple" | Mixed | Abusive | User Added |
| "I'm gonna piss on your dimple @SoNi99a_: Stop wasting prayers on trash teams lol" | Mixed | Abusive | User Added |
| "I'm feelin like Malcolm in the middle, these bitches surround me they can't miss em" | Mixed | Abusive | User Added |
| "I'm downloading you a new personality and ordering you a new face! You bitch.. I love you.. Goddamn it!" -Axl Rose yelling at his sex robot | 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