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 got dirty birds hey shoot like Larry bird hey | Mixed | Safe | User Added |
| I got bitches tho.. That's all I got. | Mixed | Abusive | User Added |
| I got bitches on my dick They just ain't here yet nigga | Mixed | Abusive | User Added |
| I got bitches nervous like virgins flirtin wit uncle mervin | Mixed | Abusive | User Added |
| I got bitches geekin sneaking cocaina cross the customs 💃 | Mixed | Abusive | User Added |
| I got bad bitches on stand by | Mixed | Abusive | User Added |
| I got ass cheeks on my white tee, all these hoes keep grindin on me | Mixed | Abusive | User Added |
| I got a uncle through marriage dude got hips like big momma I swear all the lil kids mock his walk and he don't even know it | Mixed | Safe | User Added |
| I got a thick ass neck, tho. 17 1/2 or 18 on these hoes. Can't zip my half zip fleece out this bitch. | Mixed | Abusive | User Added |
| I got a surprise for you bitches | Mixed | Abusive | User Added |
| I got a something that pays me 2 Hunnit every week , only real bitches kno how to manage money ♥ | Mixed | Abusive | User Added |
| I got a missed call from your bitch 😂 | 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