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 can turn a hoe into a housewife. Cause i know how to love. Thats all their missing. Mixed Abusive User Added
I can tell when certain and specific people are posting on a group/corporate fb/twitter page by the consistent retarded hashtags #makeshitup Mixed Abusive User Added
I can taste loud n pussy on my tongue 😝 Mixed Abusive User Added
I can see ya hoes & all of em nothin'. Mixed Abusive User Added
I can not & will not fuck with theses dawg ass hoes no more ... Mixed Abusive User Added
I can neva count my stash cause I always lose count. I can neva keep no bitch cuz I put them hoes out Mixed Abusive User Added
I can make a dike say she leavin that lady.. I can make a lady say she leavin that pussy ass nigga that gave her that baby Mixed Abusive User Added
I can make a bitch famous Mixed Abusive User Added
I can just set that hoe on fire 😂😂👊👐👐✌️ Mixed Abusive User Added
I can jig, but I can't jig jig. 😂 like that new jigging got so much in it that you could do, you really gotta be in shape for it.😂 Mixed Safe User Added
I can hear the birds chirpin! Mixed Safe User Added
I can hear my mom playing flappy bird in the living room 😂😂 Mixed Safe 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