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 |
|---|---|---|---|
| "@FunnyPicsDepot: this the "I play soccer, cheat on girls, and wear khaki coloured cargos" haircut http://t.co/ZUai7qWBIR" 😂 yup | Mixed | Safe | User Added |
| "@Frosstyy_: @h0rheyd I didn't say anything tho" kiss me then faggot | Mixed | Abusive | User Added |
| "@FloKid88: As long as the Lakers trash from now on, I could careless. And that's real.". CC: @BENBALLER hahaha | Mixed | Safe | User Added |
| "@Ferocious_Ghost: @1stName_Bravo Aw." ...fag, don't tweet "aw" to me lol | Mixed | Abusive | User Added |
| "@El_Grillo1: Pit Bulls Photographed As Lovely Fairy Tale Creatures http://t.co/Q0Sm89oOLh” They *are* fairy tale creatures. | Mixed | Safe | User Added |
| "@EdgarPixar: Overdosing on heavy drugs doesn't sound bad tonight." I do that pussy shit every day. | Mixed | Safe | User Added |
| "@DunderbaIl: I'm an early bird and I'm a night owl, so I'm wise and have worms." | Mixed | Safe | User Added |
| "@DreadheadAri: she really asked me that dead ass serious tho, all i could say was "bitch wheet" LOL | Mixed | Abusive | User Added |
| "@Dommoneek: Little stupid as bitch I don't fuck with yoooooouuuu.." | Mixed | Abusive | User Added |
| "@DomWorldPeace: Baseball season for the win. #Yankees" This is where the love started | Mixed | Safe | User Added |
| "@DoYou_Q: Got bitches in the DM but I don't ever read'em" which is y your top 3 | Mixed | Abusive | User Added |
| "@DionaIrish: I hate a "I'm pregnant" type of bitch." | 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