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 |
|---|---|---|---|
| @Zohdaa fags | Mixed | Hate Speech | User Added |
| @ZitlalyL You will and he's gonna get all dem bitches 😁 | Mixed | Abusive | User Added |
| @ZitlalyL 😑😑😑😑😑😑😑😒😒😒😒😒😒😒😒😒😒😒😤😤😤😤😤 How is he supposed to attract bitches in a tutu though? 😒 | Mixed | Abusive | User Added |
| @ZigzagsxKush Katy and clear lake hoes | Mixed | Abusive | User Added |
| @Zhugstubble naw nigga what's up with em hands, what happened to the shit you was talking a couple a month's ago, eat bitch | Mixed | Abusive | User Added |
| @Zhugstubble meet up so I can Molly whoop yo bitch ass | Mixed | Abusive | User Added |
| @Zhugstubble meet up eat bitch | Mixed | Abusive | User Added |
| @Zhugstubble eat bitch | Mixed | Abusive | User Added |
| @Zell_GotDaLOUD bitch tryna get in for free promoting n shit lmaooo I see you in tha cut | Mixed | Abusive | User Added |
| @Zedd finger my throbbing pussy flaps | Mixed | Abusive | User Added |
| @ZayySwanson @_EmaniMilan I'm jus Tryn figure out when all dem niccas was together like dat | Mixed | Abusive | User Added |
| @ZayCoolAF #yeet we gotta do at least 3 and drop them bitches in like 2 month intervals or some shit | 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