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
@DutchBrosPlease you're welcome, I miss you too nig nog Mixed Abusive User Added
@DustinHooper225 should be lol lil bitch Mixed Abusive User Added
@DudeWithAHighKD @jeffreyhaas @JUDDNATION she sucks..bitch cant even pretend dance. Mixed Abusive User Added
@Duckin_Fope thats a win right there. any nigga who doesnt partake in that is a faggot. even if they dont smoke. Mixed Abusive User Added
@Dswizzle3 yea thats what i thought pussy boy u r a fucking thot Mixed Abusive User Added
@Dswizzle3 oh hell no u have no swag whats so ever not even a little bit with dem cheap ass pugs and why so have a rag on bitch u not black Mixed Abusive User Added
@Dswizzle3 naw u keep it 100% fake get yo lame ass on somwhere wigga hell no get on somwhere Mixed Abusive User Added
@Dswizzle3 bitch your unknown u dont have a mixtape and you damn sure cant rap, u couldn't rap if your life depend on it Mixed Abusive User Added
@Dswizzle3 bitch im real nigga the fuck u mean weak ass nigga i do me i dont pretend to be someone im not so u can shut that shit up fuk boy Mixed Abusive User Added
@Dswizzle3 bitch i dont even look like that keep talking and we going to fight Mixed Abusive User Added
@Dswizzle3 @Dswizzle boy u look like big bird off of sesame street Mixed Safe User Added
@DrunkAtChurch @MzYummyDread Slide up on a bad bitch/Dat bitch look good 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