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'll be damned if a nigga wife a hood hoe.. Mixed Abusive User Added
I'll be a dick if you wanna act like a pussy. Mixed Abusive User Added
I'll be a bitch if I have to. I don't like to be, but f*ck with me and it'll happen. Mixed Abusive User Added
I'll be a Yankee fan forever Mixed Safe User Added
I'll always remember feeling like I was no good. Like I couldn't do it for you like that whack bitch could.. & it's all because you lied.. Mixed Abusive User Added
I'll NEVER let a broke bitch influence me 😴 Mixed Abusive User Added
I'd shut the fuck up or I'll just be wide and batter any boy you ever go out with haha. Im a cunt, so wit? You cani do shit to stop me... :) Mixed Abusive User Added
I'd rather hear Neal DeGrasse Tyson tell me about scientific mistakes in their assumptions than some WASP... http://t.co/tLec4vKUYd Mixed Safe User Added
I'd rather have a flat bitch then a bitch who cheats😉 Mixed Abusive User Added
I'd rather follow some girls on Instagram rather than have their bird brain tweets on my tl Mixed Safe User Added
I'd rather be at school improving my life than sleeping at home #im #back #bitch Mixed Abusive User Added
I'd like to see someone try to hit me off. Joke's on you bitch, I don't have internet! 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