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 |
|---|---|---|---|
| Hey! I'm gonna get some sort of bird tattooed on my body, accompanied with an anchor/rope situation. No one's doing that right now, right? | Mixed | Safe | User Added |
| Hey my folk. This nigger loving Jew boy @Deuterostomes asked if I was making death threats against his goat fucking people. Fuck him. | Mixed | Hate Speech | User Added |
| Hey morons at #foxnews and #foxandfriends was it political when Bush raised terror threat right before the election? LMAO at u #teabaggers | Mixed | Abusive | User Added |
| Hey ladies can i ask you a question ? Why do yall niggas be so fkn LAME ! It be the baddest bitches wit the LAMEST niggas | Mixed | Abusive | User Added |
| Hey if I stir a Spider, Rockstar, and Monster together and chug it, would I /definitely/ be hospitalized or just maybe? Asking for a friend | Mixed | Safe | User Added |
| Hey everybody, The White Iron Band plays this Saturday(12-11-10) on the Slopes of Lutsen,MN at Papa Charlie’s(21+). Going to be a real... | Mixed | Safe | User Added |
| Hey bitches I'll be in IC tonight so dial the digits 😏 | Mixed | Abusive | User Added |
| Hey bitch..Adam showed up..bring more beer. | Mixed | Abusive | User Added |
| Hey Okrah... Just wake up already. You already know Bammy and Moochie are in it for the commies. Stop with the racist whitey hate crap. | Mixed | Abusive | User Added |
| Hey @ups dis angry white man @thatUPSdude called me a nigger when I didn't answer da door on time. He ain't fit to be delivering pizzas | Mixed | Abusive | User Added |
| Hey @Yankees fans is this a good score ? #lookingformore http://t.co/HLQAl7cIGf | Mixed | Safe | User Added |
| Hey @RSherman_25 you're a nigger #racismisaliveandwellbro , learn from other blacks in the league on how to conduct yourself | Mixed | Hate Speech | 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