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 need to change myself first. Im retarded as fuck | Mixed | Abusive | User Added |
| I need sum hoes ah sum, cuz I wake up all I have is hella emails 😭🔫 but not a Goodmoring or goodnight text. Shit not even a single text ✋😑 | Mixed | Abusive | User Added |
| I need some new hoes | Mixed | Abusive | User Added |
| I need some good pussy, fuck | Mixed | Abusive | User Added |
| I need sleep but can't seem to get that place that let's you clam down and sleep :( | Mixed | Safe | User Added |
| I need one of those "research" street signs near usaa . Hang that bitch above my bed lol | Mixed | Abusive | User Added |
| I need me a real loyal ass bitch 😍😩😒😤💯 | Mixed | Abusive | User Added |
| I need me a bitch | Mixed | Abusive | User Added |
| I need like 43 fuzzy blankets to sleep 😍💋 | Mixed | Safe | User Added |
| I need a trippy bitch I ain't wit that cute shit | Mixed | Abusive | User Added |
| I need a new bitch | Mixed | Abusive | User Added |
| I need a heated bra because my nips hurt so bad! | Mixed | Safe | 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