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 |
|---|---|---|---|
| “@MarieLeVisual: if your wardrobe consist of mostly leggings, you's a hoe” guilty | Mixed | Abusive | User Added |
| “@MarieHippy: Bitch niggas pay for hoes just to lay with hoes” relax one night you'll pay to stay with hoes | Mixed | Abusive | User Added |
| “@MannyKream_G: Birthday Weekend starts today” Shut yo hoe ass up | Mixed | Abusive | User Added |
| “@MannyBDlopez: When you open your starburst candy and get 2 yellows http://t.co/F0dDbfEzB6” lmao bruh | Mixed | Safe | User Added |
| “@MalikHasanImani: @1Bcarter what's good, family?”in the gym looking at hoes hit u later | Mixed | Abusive | User Added |
| “@MalikHasanImani: @1Bcarter negro, you wear a size 5...I'm in a 12”I'm at a 6 now still growing | Mixed | Abusive | User Added |
| “@MajorSlander One last shot at this love shit then I'm dogging you hoes” #Drakelistener | Mixed | Abusive | User Added |
| “@Magssca: @Adrienne_Bailon bitch U TRIED IT . U deserved every foul word that came out Chris mouth 💅☕️ bye hoe”😂😭😂 | Mixed | Abusive | User Added |
| “@MadisonMum_: I was told never fold & never sell my sole"They Should Have Told Yu Stay In School ! *Soul” autocorrect hoed me | Mixed | Abusive | User Added |
| “@MaRAtheeMODEL: Hoe fax = type yo bitch number in google to see if it pops up on back pagE thank @HeartOfAHustlah” 😂😭😂😭 | Mixed | Abusive | User Added |
| “@MaRAtheeMODEL: @Iam_KiDD_PhilA 😂 Marcus bitch ass @HeartOfAHustlah ain't loyal at all! Team hopping ass !!!” 😂😭😂😭😂🐸☕️ | Mixed | Abusive | User Added |
| “@M_Rad: You was with the bitch with the fat ass 😂”only way to live when u young that shit gonna get old tho and have a lot of dents in it | 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