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
25504 Records| Phrase Text | Dialect | Category Label | Source |
|---|---|---|---|
| b/c she likes black men and rap music? Huh lol RT @Magssca: @WaymoTheGod in general she wants to be colored | Mixed | Safe | User Added |
| aye jalen can I borrow 50 dollars?? It aint like yu aint got two jobs?? Well can I borrow some pussy? I aint like yu gone give up no head! | Mixed | Abusive | User Added |
| aye bitch try this | Mixed | Abusive | User Added |
| awwwww Alex Smith broke his pussy | Mixed | Abusive | User Added |
| aw shit, Fenkell in this bitch | Mixed | Abusive | User Added |
| auto tranny | Mixed | Safe | User Added |
| ask for my number he a lame I'm like cuh, mobbin with my bitches turn down for what | Mixed | Abusive | User Added |
| are you serious right now? Hypocritical and double standards? Fuck outta my face with that trash | Mixed | Abusive | User Added |
| apparently I'm pathetic trash alright (-: | Mixed | Safe | User Added |
| anyways never trust a bitch & dont snitch unless you looking for some Az and 1 ditch | Mixed | Abusive | User Added |
| anybody want to take me to pollo? | Mixed | Safe | User Added |
| anybody want any sugar maple saplings? I have about 50 popping up in Heidi's hillbilly beach. me and emm's planted two Friday. | 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