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
@Alludra_AIE just remember to keep the skirt dark colored. It camouflages all that pan dimensional gore Mixed Safe User Added
@AllieLexiLove I like them dark, light, Carmel, white, red, tan, yellow, blue, purple, green. It doesnt matter what color they are Mixed Safe User Added
@AllieBruner is my main bitch. Mixed Abusive User Added
@AllieBruner Stop being mean, bitch! ))))))): Mixed Abusive User Added
@AllFucksGiven_ like a hoe gettin dick all day and then tonight she gettin more Mixed Abusive User Added
@AllEyesOnKIE 😂😂😂 real rap fucked that bitch lay up for the day that's really disrespectful like bitch u couldn't feel the throw up coming😒 Mixed Abusive User Added
@AlissaWasHeree you trippin bitch 😕 Mixed Abusive User Added
@AliciaDaniella8 them hoes was trash Mixed Abusive User Added
@Alicia112794 So basically you like the background music, fag. Mixed Hate Speech User Added
@AlfieHeydrich but I live in the South. Lot more here. My pop lives in Rhode Island. Hardly no niggers there. Mixed Hate Speech User Added
@AlfieHeydrich Seen a pic of nigs robbing a store. Caption said(protesting gos on in Fergerson). Lol. I don't like pigs either but wtf! Mixed Abusive User Added
@AlexisMota29 this niggah be lying 😂 Mixed Abusive User Added

Add Local Phrase

Batch Import CSV

CSV Only

Upload 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