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
Do you have a nickname? What is it? — Tator, Tator tot, Tightey whitey, whitey Jr, Taylor whitey pants, agent ti... http://t.co/xLBhDJfBF4 Mixed Safe User Added
Do you expect me to be cute with you? Oh, hell no. I'm not a bitch, cuteness gets you planted in a relationship; a relationship you'll hate. Mixed Abusive User Added
Do you ever look zayn and be like "he cunt be reel" #EMABiggestFans1D Mixed Abusive User Added
Do y'all remember when Twitter took away @karrueches verified check after Chris Brown broke up with her lmao stupid bitch Mixed Abusive User Added
Do we love these hoes? 😂 😂 😂😂😂 😂😂 😂 😂 😂 😂 😂 😂 😂 😂 😂 😂😂 😂 😂 😂 😂 😂😂😂 Mixed Abusive User Added
Do these glasses make my cunt look fat? http://t.co/pGSVqt9P2D Mixed Abusive User Added
Do girls wear bathrobes still cuz I have really cute fuzzy $60 bathrobe from Victorias Secret, is that even ok to wear 🙍 Mixed Safe User Added
Do birds have dongs? How do they mate? Help me, I'm an adult who doesn't know how animal sex works!!! Mixed Safe User Added
Do as I say soo 😡👊 R muthaafuckin J hoe 😂😂 Mixed Abusive User Added
Dnt play with yo girl heart thats why her pussy there for . Mixed Abusive User Added
Dj Khaled is retarded Mixed Abusive User Added
Dj Khaled a fool .!!! 500k for a ring for Nikki? That bitch spends a good million on her ugly ass wigs 😂😂😂 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