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 @RO4reals: <--- trash at it's finest “@NichyTay: Ladies if you post a picture and don't get at least 15 niggas to favorite it then you t… | Mixed | Abusive | User Added |
| RT @RMcElhenney: New to the game but as I understand it, the first rule of soccer is "whichever team acts more like a bitch shall be awarde… | Mixed | Abusive | User Added |
| RT @RLE_Raider: Thanks Ravens 4 beating those fags. Now believe I don't give a fuck about you. I'm Raider Nation bitches. Thanks 4 pu ... | Mixed | Abusive | User Added |
| RT @RJakaGunner: y'all so quick to say people "worship" celebrities. bitch, i love beyoncé, her talent, her legacy and what she stands for … | Mixed | Abusive | User Added |
| RT @RIPvuhsace: Porn, the only place where a bitch gon be under the table sucking a niggas dick while he eating dinner with his parents. | Mixed | Abusive | User Added |
| RT @RIPvuhsace: Most of yall females boring as fuck then yall wonder why niggas only talk about havin sex bc theres nothin else to talk abo… | Mixed | Abusive | User Added |
| RT @RIPvuhsace: Mayweather a lil bitch this nigga out here dancing | Mixed | Abusive | User Added |
| RT @RIPvuhsace: Math is fucking useless.... algebra 2 not gon help me pull bitches the fuck.... | Mixed | Abusive | User Added |
| RT @RIPvuhsace: I hate taking a shit at public places bc i feel like a faggot when im placing the toilet paper on the toilet seat | Mixed | Hate Speech | User Added |
| RT @RIPvuhsace: I deadass took this after i ate a darkskin bitch pussy the other day #NeverAgain http://t.co/IZFLyUDuGS | Mixed | Abusive | User Added |
| RT @RIP_ALMIGHTY: @Tonyjohns000 stupid bitches can't handle the johns | Mixed | Abusive | User Added |
| RT @RIPTheOGKooLAiD: Females will mess with a guy who has a girlfriend but won't mess with a single guy cause he has "too many 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