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
S/o to my mom came home to tacos and brownies ☺️😋 Mixed Safe User Added
S/o to my ace boon @Yeahh_Doe one of the few of the real girls on campus!! #YouMyNigga Mixed Abusive User Added
S/o to dat bitch ass nigga in Alabama who wanna kill me #GoodLucc Mixed Abusive User Added
S/o that real bitch Mixed Abusive User Added
S/O to this hoe tonight ol hating ass http://t.co/HIt4475tyZ Mixed Abusive User Added
S/O to the fine bitch at Walmart Just now. Melted me at the ankles 0_0 Mixed Abusive User Added
S/O to my favorite nigger to work on the plantation @Pretty_WarZone just remember next time, ask for the watermelon. Dont steal it. Mixed Hate Speech User Added
S/O to my Luu's. These are down bitches! Don't fuck with them. Mixed Abusive User Added
S/O to flowing wells varsity soccer tomorrow yall are playing ironwood Kick their asses. I'm pretty sure this fag is playing @SamJAlexander Mixed Abusive User Added
S/O the young bitches & females 😂 Mixed Abusive User Added
S/O To all the hoes waiting up for that goodnight text.. Bitch please, that nigga don't love you Mixed Abusive User Added
S/O @HorseNuts_Clark for keeping me sane when I'm a cunt 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