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 |
|---|---|---|---|
| RT @_MILLz5: "@Spotlightasiaa: 😂😂😂😂😂 why fab snapped like that http://t.co/gLKgTqIG15" 😂😂😂 "konnnichiwa bitch" | Mixed | Abusive | User Added |
| RT @_MCBaybeh1218: Keep ur bitch on a leash . | Mixed | Abusive | User Added |
| RT @_LoveAblePinky: “@1000gramsBee: i hate ah dirty house!!! foul living bitches”😂😂😂 it's a lot of them out there | Mixed | Abusive | User Added |
| RT @_LindseyLove: "Let me tell y'all bitches something right quick" http://t.co/2jcQl8pFLc | Mixed | Abusive | User Added |
| RT @_LilBaddiee_: I have a daughter to think about , yall think I'm worry about you hoes , naaaaaaaa | Mixed | Abusive | User Added |
| RT @_LiftingProbz_: if i had a dollar for every time i fucked ur bitch http://t.co/8ike4m29co | Mixed | Abusive | User Added |
| RT @_LexC__: I'm convinced that some of y'all bitches get pregnant purposely because "birth control & plan b pills" are effective 😕🐸☕️ | Mixed | Abusive | User Added |
| RT @_LastQueen_Bri: Everybody claim they fvck with "bad bitches" but all the ugly bitches getting pregnant👶👶 . . . . Somebody lien😒😒 | Mixed | Abusive | User Added |
| RT @_LastQueenCyn_: Niggas be in that pussy like http://t.co/DDJSB5itcD | Mixed | Abusive | User Added |
| RT @_LOSOWORLD: @ChiefKeef bitch ass nikka took Flight Frm #Kenosha | Mixed | Abusive | User Added |
| RT @_LLcooLJ: bitch i don't fucking know you | Mixed | Abusive | User Added |
| RT @_Kristin_Nikole: "@zzachbarness: Swear AG ugly den a bitch. He look like a possum and giraffe mix breed." This isnt funny. But I died l… | 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