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 |
|---|---|---|---|
| @SharpayyDoll cunt nigger fuck balls tits cocksucker piss dick kike. If you can't take swearing, don't go on the god damn internet. | Mixed | Abusive | User Added |
| @ShareA40Ounce trying to get a job after age 50 is a real bitch let alone a new career. Out of work 1.5 years. About to be homeless. | Mixed | Abusive | User Added |
| @ShareA40Ounce bad bitch with an open mouth | Mixed | Abusive | User Added |
| @ShakiyaTeniece @celebrity_ke she said she aint tricking off on them hoes...lls...foolish | Mixed | Abusive | User Added |
| @ShainaRakia only great thing these bitches can offer 😂😂😂 | Mixed | Abusive | User Added |
| @ShainaRakia doubt it cause a bitch aint nothing but a nigga downfall | Mixed | Abusive | User Added |
| @SeymourBlanco you were supposed to hang w me this week nigger | Mixed | Abusive | User Added |
| @SexWith_SocksOn faggot | Mixed | Hate Speech | User Added |
| @SethMacFarlane Deep in my pussy were your tongue should be. Dial 911 if you need halp. | Mixed | Abusive | User Added |
| @SenMikeLee just pulled out his pocket Constitution! Bring it man! @tedcruz just mocked McCain's wacko-birds comment! HaHaHa!!!!! #standtall | Mixed | Safe | User Added |
| @SemiMooch and I believe we all evolved or whatnot, but I find it hard to believe that we all came from apes | Mixed | Safe | User Added |
| @Selxnaa I'm redneck crazy | Mixed | Safe | 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