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 @prettyne___: What you bitches fail to realize is these niggas don't really be moving on ✋ they still be fucking with that SAME BITCH ‼️… | Mixed | Abusive | User Added |
| RT @prettykells: “@Leelucas_: @100046729 @prettykells lol bitch run ya bands up.. You know I'm dumb”I hate a broke bitch..... I hate em | Mixed | Abusive | User Added |
| RT @prettykells: “@100046729: That's fucked up when a bitch you fw , down talk you.. Then with hoes they claim they don't fw 👐 funny.”‼️‼️… | Mixed | Abusive | User Added |
| RT @prettykells: “@100046729: @Leelucas_ bitch you not coming http://t.co/GXpfoLusXB”😂😂😂😂😂😂😂😂😂😂😂😂😂 | Mixed | Abusive | User Added |
| RT @prettykells: “@100046729: @Leelucas_ @prettykells bitch you didn't feed me. You asked my to buy you a burger 😂😂💀”😂😂😂😂😂😂😂 lmfaoooooo no … | Mixed | Abusive | User Added |
| RT @prettygrl_rocky: Pussy this pussy that | Mixed | Abusive | User Added |
| RT @prettychels__: I hate a dumb bitch. | Mixed | Abusive | User Added |
| RT @prettycha305: Monkey see 🙉🙈monkey do hoes🙊 | Mixed | Abusive | User Added |
| RT @pppssshhh_: I be hatin when hoes be comin to me like I'm finna save them #aintnobread bitch u better get out here and get it | Mixed | Abusive | User Added |
| RT @pound_Mytweets: "@wheeler_kashhh: http://t.co/PtQA8LZqEA" 😍😍😍 we gave bitches something to be mad about . ! | Mixed | Abusive | User Added |
| RT @possiblydana: When bitches spread rumors about you https://t.co/6LVif0NuRf | Mixed | Abusive | User Added |
| RT @popitfor_tyrick: Tbh I left all my hoes alone 👐 | 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