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 |
|---|---|---|---|
| RT @TarikuSalim: I'd get a girlfriend if I had hoes tho. Lmaoo. | Mixed | Abusive | User Added |
| RT @TaraTalksMONEY: Tuh! RT @VSamone: When u plan on going to a party and u don't and u gone on Twitter da next day & see dat that hoe did … | Mixed | Abusive | User Added |
| RT @TankTopshotta: A real nigga gone teach his bitch the game not run it on her 🙆💂😈 | Mixed | Hate Speech | User Added |
| RT @Talkmaster: People who would vote for Charlie Crist and Michelle Nunn are why our founders did NOT put a right to vote in our Constitut… | Mixed | Safe | User Added |
| RT @TalkHawkz: KMM get a fucking trash can on your head. | Mixed | Abusive | User Added |
| RT @TalibKweli: Do you want to hear the truth or are you only looking to hear what makes you feel all warm and fuzzy inside? I choose truth… | Mixed | Safe | User Added |
| RT @Take_My_Advicee: If you gonna fuck my girl then dont pull her hair, nigga i paid $200 for that bitch weave | Mixed | Abusive | User Added |
| RT @Tahrell: Now, bitches gonna think just because they're married, they're better than every female that's not. Smh | Mixed | Abusive | User Added |
| RT @Tae_Rhodes: “@kim92493: “@Tae_Rhodes: @kim92493 @patpatbush uhhh you've been judged” it happens. #whitepower...I'll hang you nigger” wo… | Mixed | Hate Speech | User Added |
| RT @TaeFrmUTW: It's UTW over here bitch but a lot of shit be going Down 😤✊💥💥💥💥💥🔫 | Mixed | Abusive | User Added |
| RT @TaeCocky: She a hoe if her bday in september | Mixed | Abusive | User Added |
| RT @TaeCocky: Look at that bitch way over there stalking my twitter | 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