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 |
|---|---|---|---|
| Nigga I fire this nina like it's the first day in the job and the bitch over slept. | Mixed | Abusive | User Added |
| Nicki said "fuck those skinny bitches"...uh oh | Mixed | Abusive | User Added |
| Nicki gottem MAD AS FUCK tho. However credit due to cassidy for the response he didn't diss nicki but killed you lookin ass bitches | Mixed | Abusive | User Added |
| Nick Cannon movie.. «@arigold_88 A 31 year old bitch in Texas was pretending to be 15 and went to high school 6 months!» | Mixed | Abusive | User Added |
| Nicholas Rushlow, wearing lucky yellow shirt, nails "theophylline" - "bitter crystalline compound extracted from tea leaves" #spellingbee | Mixed | Safe | User Added |
| Nice base running again by the @Yankees. Fucking ponderous. | Mixed | Abusive | User Added |
| Niccas use to be like you always Tryn pull a finesse....Duh nicca I need mine | Mixed | Abusive | User Added |
| Niccas get a few dollars and start playing these roles tryna shit on yo niccas instead of playing these hoes 😒😒 | Mixed | Abusive | User Added |
| Niccas catchin dem theft under $500 charges out here...shit ugly I guess niccas Tryn get it fa da holidays 😭😂😂😂😂 | Mixed | Abusive | User Added |
| Niccas been deerin me err weekend but I bet I hit dat A dolo dis weekend if niccas playin ✌️ | Mixed | Abusive | User Added |
| Niccas be walking 4 flats to catch a nicca they kno in the club | Mixed | Abusive | User Added |
| Niccas be hating on my nicca Jeezy ... #RealTalk | 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