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
@DizzyBala @jmattear awww, dis sellout nigguh still talking. Mixed Abusive User Added
@DizzyBala @JamesWinfield hey now, don't diss my basketball hoe. Mixed Abusive User Added
@DividendMaster obama is a bitch his speech was pure politics for mid terms. Only way we destroy ISIS is with troops on the ground. Mixed Abusive User Added
@DivaMonRoe2uHoE @CheefPolo hoe hoe hoe, merry Christmas Mixed Safe User Added
@DirtyEaffiliate he loves juggling it all around it... he loves the fast life im sure hes already grinded on amcon hoes as well Mixed Abusive User Added
@Dirrttyydan lmaoo my phone autocorrect like a bitch.. Mixed Abusive User Added
@DirkAlisic @Balkan_Made dude quit being a hyposhitical bitch. you ran downstairs crying/begging me not to tell anyone. Mixed Abusive User Added
@DionPrimo The soul has departed from the train.There's no more soul in music.Just hunger for bitches,money and fame. Mixed Abusive User Added
@DinoLich Don't yell at me, I love both of the evolutionary lines. @ClaudiaVice despises the trash buddies. Mixed Safe User Added
@DimitriCrossin bitch ass Mixed Abusive User Added
@DimelouXaOh keeping these hoes happy Mixed Abusive User Added
@Diishaidiamond lmao yesterday ? Them hoes was cute af lol 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