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
RT @RihannaHasAids: aight game over. dykes had to ruin it http://t.co/o0CAn6gb1p Mixed Hate Speech User Added
RT @Ride907: If some little fucking faggot spits in my food I swear to god id tear your fucking arms off http://t.co/EQociANZ77 Mixed Hate Speech User Added
RT @RiddMcCoy: Where is everybody getting this "fuck her right in the pussy" sayin from? Mixed Abusive User Added
RT @RickyScamp: The best way to avoid a tsunami of extramarital pussy is to wear sneakers on your daily commute. Also using the word sneake… Mixed Abusive User Added
RT @RickyNgan: Y'all hoes ain't slick Mixed Abusive User Added
RT @RickyNgan: These hoes is thotful Mixed Abusive User Added
RT @RickRaze: Why would I be in a relationship theses hoes go still do them 😂💯 Mixed Abusive User Added
RT @RickNothing: I love how "twat" is gender neutral. Mixed Abusive User Added
RT @RichgurlTira: These hoes will fake like they really f*ck with you but be hating on you lowkey Mixed Abusive User Added
RT @RichHomieMeezy: @54OO_Mauri my internet aint get transfered yet pussy Mixed Abusive User Added
RT @RichBitxh_: Highwaisted jeans are not made for everyone bitches be looking horrible Mixed Abusive User Added
RT @Ribo333: @secupp your retarded 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