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 |
|---|---|---|---|
| I try to pass him up, get in carpool passing him he's just looking at me like I'm playing a game do I waved hi idgaf don't fuck w/ me bitch | Mixed | Abusive | User Added |
| I try and get back into anime but I swear every show revolves around either teenage girls, or the boys who are too pussy to talk to them | Mixed | Abusive | User Added |
| I tried calling my sorry ass cousin @MsParka1 for her 27th bday. But the hoe ain't answer like always. She too big time these days lol | Mixed | Abusive | User Added |
| I treat my bitches with respect | Mixed | Abusive | User Added |
| I traveled back in time to Middle-earth and crept up on my enemy. I slit the hobbit's throat and by reflex vomited into my trembling hand. | Mixed | Safe | User Added |
| I took 2 "Rebel vs. Yankee" tests (40 questions, accents, word usage) and scored a total % of 47.5% Rebel vs. 52.5% Yankee in southern Pa. | Mixed | Safe | User Added |
| I told y'all he was going to do that shit u.# pussy boy | Mixed | Abusive | User Added |
| I told that little bitch ass nigga, "do it look like I'm about to eat your gun charge?" I'll slap you and your hoe ass lawyer. | Mixed | Abusive | User Added |
| I told that chick tell the truth, if you the realest bitch i ever met then show me some proof | Mixed | Abusive | User Added |
| I told that bitch IDGAF about a Benz, bitch! | Mixed | Abusive | User Added |
| I told my mom she eats cereal ugly & she gon say "your a rude little bitch" I just thought I should let bitch know 😂 | Mixed | Abusive | User Added |
| I told her too. I said "bri don't get in tweef with anyone because you're trash at it" and then she goes and tweefs with like 6 freshman | 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