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 don't care how hot a bitch is, if her personality is shit, shes shit. | Mixed | Abusive | User Added |
| I don't buy pussy cuz it's free bitch I buy lacs! | Mixed | Abusive | User Added |
| I don't blame Crash for not sharing with you @geoffsheen760 you'll probably talk trash about it like you do food trucks #GeoffHatesPuppies | Mixed | Safe | User Added |
| I don't believe in that frenemies shit who Wats to have a bitch like dat with u all the time | Mixed | Abusive | User Added |
| I don't be crying over stripper bitches that left me for dudes with money tho. And. Singing about it. | Mixed | Abusive | User Added |
| I don't 🚫 keep friends 👭👫👬 they come 👈 and go 👉, don't fuck 🙅 with these bitches 👭👭. FAKE ALL THEY KNOW. 💯✔️ | Mixed | Abusive | User Added |
| I don’t talk trash regarding sports. | Mixed | Safe | User Added |
| I dog hoes not one but all hoes | Mixed | Abusive | User Added |
| I do the shit you bitches is too pussy to do | Mixed | Abusive | User Added |
| I do know one thing though, bitches they come they go. | Mixed | Abusive | User Added |
| I do da flow in a temple today fo nuttin. And dat Jew wit the funky hair tell me I subhuman. He tell me I ain't no mo human den a monkey | Mixed | Hate Speech | User Added |
| I do alot of fucking girl, but I don't fuck around... I been in the same pussy since before MIGOS came out... | 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