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 |
|---|---|---|---|
| Blood this nigga Dion retarded | Mixed | Abusive | User Added |
| Blonde bitch wit her blue eyes, like butter when she spread | Mixed | Abusive | User Added |
| Blocked his fuzzy butt😊 .@odifass: @veritaz @TarekFatah @TarikSalym Ignore this low life creature...." | Mixed | Abusive | User Added |
| Blatt trash too ... but twitter said he was good | Mixed | Abusive | User Added |
| Blah. In all honesty.... I just need some pussy. That's it | Mixed | Abusive | User Added |
| Blah blah blah blah.. How it sound when these bitches talk 😒😴 | Mixed | Abusive | User Added |
| Blah blah Idgaf bout you crazy ass bitch | Mixed | Abusive | User Added |
| Black twitter needs to get off Paul George dick about him impregnating a stripper. Wiz did. Tyga did. Kanye turned a hoe into a housewife | Mixed | Abusive | User Added |
| Black people like @ChiefKeef disgust me laughing at someone who died dumb monkey ass niggas like you need to be locked up just for stupidity | Mixed | Hate Speech | User Added |
| Black guy in class: *attempts to throw a paper ball into the trash* *misses* Mrs. Mundy: "You're a disgrace to your race, Marcus" 😂😂😂 | Mixed | Safe | User Added |
| Black cops want to kill white citizens. Spic cops want to kill Anglo citizens. Zigeuner cops are all rapists. | Mixed | Hate Speech | User Added |
| Black bitches don't be kickin up in our school. Bitches still comin wit durags still on they head nd shit. | Mixed | Hate Speech | 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