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 @RollingWithTrin: "1, 2, 3, 4, how many niggers are in my store? I knowwww you're stealing!" 😂😂😂 | Mixed | Hate Speech | User Added |
| RT @Rockprincess818: Obama is Allowing millions of illegal aliens, drug cartels, and terrorists to enter our open borders...Liberal retards… | Mixed | Abusive | User Added |
| RT @Rockprincess818: Go fight against the IDF if you progressive trash hate them so much, you don't have the guts to do it. #IStandWithIsr… | Mixed | Safe | User Added |
| RT @Rock76_: just show im not playing in this bitch one false move ima spraying in this bitch @1waynostra | Mixed | Abusive | User Added |
| RT @Rock76_: @1waynostra we just trying flip an ounce to a P in dis bitch!!! im still out school bro next week im out dere doe | Mixed | Abusive | User Added |
| RT @Roberto0oO0: @kitten_nugget69 @danusaur aye stfu you dyke lookin bitch I'm pretty sure you have a bigger dick than your boyfriend | Mixed | Abusive | User Added |
| RT @RobertCDick: Protest climate change, leaves trash behind. #VotingMatters | Mixed | Safe | User Added |
| RT @Rob_San9993: @214bighappy that bitch was looking for anything to go up her ass!..haha | Mixed | Abusive | User Added |
| RT @Rob_San9993: @214bighappy gunna have me screaming at bitches and shit..lol | Mixed | Abusive | User Added |
| RT @RobProvince: Do I support killing terrorists..... yes. Will I still mock hypocrites..... HELL YES! | Mixed | Abusive | User Added |
| RT @RobIsRandomAF_6: Tyrese a baby back bitch! Hope they kill him before Black History Month. #AMCWalkingDead | Mixed | Abusive | User Added |
| RT @RobIsRandomAF_6: 😂😂😂😂😂This bitch came to the club with a broken neck? Bitch you serious? https://t.co/D4bpFhPj6x | 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