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 |
|---|---|---|---|
| "@LiLFridayHOE: Easy cum, easy hoe" That's a fact ! | Mixed | Abusive | User Added |
| "@LeBronVuitton: A loyal bitch from the burbs without daddy issues is like finding a holographic Mewtwo." ...sounding like me over there lol | Mixed | Abusive | User Added |
| "@Latrobemark: You love these hoes more then money wats wrong these niggas" | Mixed | Abusive | User Added |
| "@LaFlareGodJosh: Gucci Mane in jail and dropping mixtapes every month and you hoes can't even text back" | Mixed | Abusive | User Added |
| "@LUNAraps: shut yo bitch ass up! https://t.co/IemN1u0gm5" 😭😂 | Mixed | Abusive | User Added |
| "@LODYCASH: dry pussy bitches always blame it on the condom😂"👏😂👏😂 | Mixed | Abusive | User Added |
| "@LCisTJ: Bruh, you studs keep thinking I'm soft as hell. Ask ya girl how many times she screamed she was my bitch. Oh okay. STFU." BYE HOE! | Mixed | Abusive | User Added |
| "@KyraNadiya_: These hoes ain't loyal ; no they ain't http://t.co/h1UBsVbkGl" Smfh & wonder why nobody decent wants them | Mixed | Abusive | User Added |
| "@KnightfanNeal #UCFPINKPARTY come on stay alive knights nation!!!!" This is still the early bird special. #ComeAtMeUT | Mixed | Safe | User Added |
| "@KissMySmilee: Don't got time for bitches to be actin iffy." | Mixed | Abusive | User Added |
| "@King_Shawn_6: @white_thunduh that's where I get my yellow flags for being amazing 👏😌" HELL YEAH NIGGY | Mixed | Abusive | User Added |
| "@KingTeej_: Ol dirty foot ass bitches.." this was too funny to me. | 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