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 @DogBountyHunter: @WarMachine170 Hey Boy This half breed Chiricahua Apache is on YOUR ASS #Eatmytazer !! | Mixed | Abusive | User Added |
| RT @Doestaxxx: Stop fuckin jail birds. RT"@__BRAT_: Niggas that's that serious about ass play scare me. That shit so sus" | Mixed | Abusive | User Added |
| RT @Dodgers: "Gracias por jugar con el corazon, ahora a ganarle a los Yankees." -@TommyLasorda http://t.co/3FYTvuzNZB | Mixed | Safe | User Added |
| RT @DoctoroftheDead: @Jackson_D_Chase @violet_berry_ You realize I’m going to have to get out all those #horror and other poems I wrote abo… | Mixed | Safe | User Added |
| RT @Doctor_Johnson_: You can't appreciate a woman if you're entertaining hoes. | Mixed | Abusive | User Added |
| RT @DjXvX: Karma is a bitch .... 😌 | Mixed | Abusive | User Added |
| RT @DjChubbESwagg: “@jemelehill: ::faints:: RT @desusnice: She has no idea how many of her resumes went straight to the trash http://t.co/D… | Mixed | Safe | User Added |
| RT @DivaMonRoe2uHoE: Niggas always wanna talk about how God is against gays.. What about that pussy you was eating last night? Ain't God ag… | Mixed | Hate Speech | User Added |
| RT @DivaMonRoe2uHoE: Fuck candy. Eat pussy. 😏 | Mixed | Abusive | User Added |
| RT @DirtyEaffiliate: U can't turn a hoe into a housewife hashtag tupac | Mixed | Abusive | User Added |
| RT @Dirrttyydan: Chi ain't no bitch then you got them Assyrian kings on California and Peterson 👑👑 | Mixed | Abusive | User Added |
| RT @Dipset_Kenn: RT @ToneThaMan55: RT @PAPER_CHAYSIN: I love money fuc a bitch I won't stress myself , and I keep my mouth closed cuz I can… | 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