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
25504 Records| Phrase Text | Dialect | Category Label | Source |
|---|---|---|---|
| RT @gioisblack: Goodbye you faggot http://t.co/oJKZjkgVXL | Mixed | Abusive | User Added |
| RT @ginadeb0: But I ain't mad at her prejudice dad, that's the best damn pussy I ever had!! | Mixed | Abusive | User Added |
| RT @gillis_seth: Went to both lunches because of your bitch ass 😒 @Trentdamanz | Mixed | Abusive | User Added |
| RT @ghostattics: "what can banks do to show engagement with the queer community?" "HIRE TRANS WOMEN" | Mixed | Hate Speech | User Added |
| RT @ghettobird1er: Yo bitch givin me head while I watch Good Burger. | Mixed | Abusive | User Added |
| RT @gferguson8: @MSoltan18 @WBDyllon_ @KoredeB9 Messi is trash | Mixed | Safe | User Added |
| RT @gferguson8: @KoredeB9 @MSoltan18 @WBDyllon_ trash | Mixed | Safe | User Added |
| RT @gemini_starr These hoes be acting up! | Mixed | Abusive | User Added |
| RT @geechiegal843: I act like ion ee kno dat bitch 💁😎 | Mixed | Abusive | User Added |
| RT @gatorhoops: Ill-advised slant call there. | Mixed | Safe | User Added |
| RT @gamma_ray239: The wicked witch of the east is DONE!!!! NOW, send that vile bitch to Syria http://t.co/kEUI4XetTd | Mixed | Abusive | User Added |
| RT @gabrielleheaton: I see the same hoes👀 | 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