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
@iStricer You are hairy like a monkey. : P Mixed Safe User Added
@iStandy is he chunky? Mixed Safe User Added
@iSkypeYourMomz @TrapGod3sss And I really be thuggin wtf I look like hanging around some lil chipotle Jamba Juice ass bitches” like 🚮🚮 😭😂😭😂 Mixed Abusive User Added
@iNURSELISA @blackredsoxfan It's a nice way of callin y'all honkies Mixed Hate Speech User Added
@iNURSELISA @MailOnline See dis what happens when a colored man move into @Rotten_Soil 's neighborhood. He ain't been sick fo 10 days Mixed Abusive User Added
@iMGorgeous_HOES eew bitch get out of my carrrr Mixed Abusive User Added
@iMGorgeous_HOES I learned from the great Asia Torres 🙇 take notes bitch 😂😂 Mixed Abusive User Added
@iLoveQui that hoe suck Mixed Abusive User Added
@iLikeGirlsDaily "rate my hoe" @MakeItKNasty Mixed Abusive User Added
@iLLmak3Ufamous oh bitch! ... I just saw your instagram post and I SCREAMED Mixed Abusive User Added
@iLLEGALLYBadd my boy said this last night. I'll be in the gym Bc I refuse to be sloppy like these bad built bitches lol Mixed Abusive User Added
@iKeithDJack your bitch in Houston 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