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 |
|---|---|---|---|
| Fresh out the gym but yet I'm bout to eat free birds. | Mixed | Safe | User Added |
| Fresh Japanese model toys her succulant pussy until she cums http://t.co/epBa8t5AFI | Mixed | Abusive | User Added |
| French word for potato translates as "earth apple." Banana is "long yellow tree apple." Submarines are "big wet hollow kaboom apple." | Mixed | Safe | User Added |
| Freezing my nips off out here... | Mixed | Safe | User Added |
| Free wop | Mixed | Safe | User Added |
| Free that hoe 1x 😈 | Mixed | Abusive | User Added |
| Free that hoe 💯 | Mixed | Abusive | User Added |
| Free patterns - Adorable crochet borders Butterfly, ladybug, flower bumblebee and hat edging, trim, http://t.co/FOtJbqWyEg | Mixed | Safe | User Added |
| Free my niggah C4 | Mixed | Abusive | User Added |
| Free my brother turt and gn bitches | Mixed | Abusive | User Added |
| Free love & sexual liberation SEEMED to be the dawn of lots of consequence free pussy for them 60s negroes. WHY WE ALWAYS FORGETTING HISTORY | Mixed | Abusive | User Added |
| Free lil cj bitch the wait is over ! #december8th | 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