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 you are descended from anything less than European nobility and/or royalty, then you are non-titled common gutter trash. | Mixed | Safe | User Added |
| If you ain't sucking dick, why you sitting there with puckered lips? That's collagen, muhfuckin bitch | Mixed | Abusive | User Added |
| If you ain't my bro... Your bitch single In My eyes 😂💪 | Mixed | Abusive | User Added |
| If you ain't ma bro you better watch yo bitch 😂😂😂👌 borrow yo hoe introduce ma pimp ! | Mixed | Abusive | User Added |
| If you ain't a hoe, get up out my trap house @Reptar_07 . | Mixed | Abusive | User Added |
| If you ain't Stevie J's bitch of course you'll call him the scum of the earth.His bitches hooked while they're upset though. | Mixed | Abusive | User Added |
| If you act like a fucking retard when your high it's over mane stay away from me. | Mixed | Abusive | User Added |
| If you a top notch bitch lemme here you holler. (: | Mixed | Abusive | User Added |
| If you a hoe ima treat you like one just like if you're a good girl ima treat you like one. I don't discriminate | Mixed | Safe | User Added |
| If you a bad bitch, put ya hands up high | Mixed | Abusive | User Added |
| If you LIKE #chocolate or #sodapop and you tweet bad about #HappyColumbusDay..............YOU ARE A FUCKIN" #retard #HYPOCRITE> | Mixed | Abusive | User Added |
| If yo pussy good my "Pullout" game weak!! | 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