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 |
|---|---|---|---|
| "@talibanshawtyy: Niggas whole hoes out here cuz" Couldn't had said it better..🙌 | Mixed | Abusive | User Added |
| "@stephencdo: @currieburry if one of you bitches want some of my burrito u can catch me at potosino" huh? Haha | Mixed | Abusive | User Added |
| "@splurgb_: Nothin in life is free.. Some of you bitches need to write that on ya panties"😭😂 | Mixed | Abusive | User Added |
| "@soxdawg: RAWR!! RT @skinrubberboi: "My" sexy French scally. I love him! #frenchscally http://t.co/5idQ3R5Akz" sexy scally woof woof | Mixed | Safe | User Added |
| "@soxandjox: Thick raw fuck http://t.co/g8RvUHCeBN" Damn his man pussy is getting a workout. | Mixed | Abusive | User Added |
| "@socass_: Dude remember this wop video? @00sexilexi00 http://t.co/P3HEuBOQBu" OMG WHERE DID YOU FIND THAT | Mixed | Safe | User Added |
| "@socass_: "@00sexilexi00: @socass_ yasss" *trys new things with bestfriend*" *bitch who do you love* | Mixed | Abusive | User Added |
| "@snoleezey801: I don't ever expose females like that.. That's childish.." bitch nigga shiiii..... | Mixed | Abusive | User Added |
| "@sniffsockslad: Need these sox http://t.co/xydb1RchXh" fuck yeah. I love a kinky scally lad w/ rank sox and sneaks | Mixed | Abusive | User Added |
| "@sleepy_yongguk: "I saw an ajumma walk out in the beginning saying, 'Wow, this is so trash that I can't even listen to it..'" 😂" lmaoo | Mixed | Safe | User Added |
| "@sierrabernia: “@T2G_CincoKilby: Y'all think celebrity pussy different from the locals? 😂” yeah Meghan goods is" | Mixed | Abusive | User Added |
| "@scallynikelad: “@sleazytwinks: So hot!! RT @opcinjen: Lick it, bitch http://t.co/JLoUkqDcOM”" fuck yeah. Eat that trainer u dirty fucker | 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