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 |
|---|---|---|---|
| "im gonna rip that bitch apart" "rip what apart" "lol" | Mixed | Abusive | User Added |
| "if she can suck your dick with a dip in, she's not only a keeper but a true redneck woman." - Kim's Dad. | Mixed | Abusive | User Added |
| "if i wasnt in a work place id deck you" aye fucking right, I'd give you a tyson 4 combo nd end you with an uppercut. Shut the fuck up bitch | Mixed | Abusive | User Added |
| "hoes suck my dick cus i look like john stockton hit em wit the choppa, luke i am your fatherrr" - @LILBTHEBASEDGOD | Mixed | Abusive | User Added |
| "hick and raver is a venn diagram that has a very large intersection" | Mixed | Safe | User Added |
| "fuck you you pussy ass hater go suck a dick and die quick" - Someone, to me, in Youtube comments. I think we'd be good friends. | Mixed | Hate Speech | User Added |
| "dont show me no bitch unless she look like Dolly Parton!!!" | Mixed | Abusive | User Added |
| "don't let your side bitch settle in, I might have to headbutt you Evelyn" | Mixed | Abusive | User Added |
| "day of judgement everybody gonna be looking at the big jumbotron watching me fuck this majjinn buu bitch" | Mixed | Abusive | User Added |
| "captain save a hoe" is the most annoying phrase | Mixed | Abusive | User Added |
| "call me Keyshawn Johnson cause im catchin erry hoe" | Mixed | Abusive | User Added |
| "but pussy is the root of all drama an attribute put up in they head by they mama." | 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