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

25504 Records
Phrase Text Dialect Category Label Source
She’s The key to world peace. RT @RepMyCityX: Hippo is such a pussy magnet Gawd Mixed Abusive User Added
She wonder why im into her when all these hoes be into me Mixed Abusive User Added
She was like ima need you to write a statement. Bitch write yourself a diet! It's always the old people trying to snitch, bitch Mixed Abusive User Added
She wanna talk shit.. but then have a friendship .. fuck you bitch and I hope u offended Mixed Abusive User Added
She used to fuck wit A$AP, Too Shortsaid he know that bitch from way back Mixed Abusive User Added
She unfollowed me after I said I cried watching dawn of the apes lmaooooooo Mixed Safe User Added
She tried to get you to rob the Wop but now the bitch in critical Mixed Abusive User Added
She trash tho. Mixed Safe User Added
She told me trust no bitches 🙅 and watch yo homies 😒👀 Mixed Abusive User Added
She told me that she love me I looked at and said bitch stop Mixed Abusive User Added
She threw that pussy in a circle, I wanted her to throw it in a pentagon tho Mixed Abusive User Added
She think she bad but my bitch meaner 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