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
@BIackiechan @TheUncurvable @ToneDaGawd @CurtDatNigga lmfaoooo that's some fag shit man. Mixed Abusive User Added
@BH_Dragons he's fucking trash Mixed Abusive User Added
@BG_RAMBOE man shut yo bord ass up ! Want some hoes ? Cdfu stay fuckjng wid me on here mann Mixed Abusive User Added
@BGALLY17 so ur faggot teammate @BrandonPrust8 hits someone late like that and U say he's yapping and yelling, u guys def 69 in the room Mixed Hate Speech User Added
@BBCandice @dorothy5334 @JoyGrenade if u cant talk without talking about ur cunt mama im thru talking Mixed Abusive User Added
@BB16ZachRance @ArianaGrande oh>>>>> so that's the bald bitch<<<<<<< Mixed Abusive User Added
@BAMitsjustMARY no I bitch and moan not tears!!! Mixed Abusive User Added
@AyyMartt bitch where you been Mixed Abusive User Added
@AyeFuckWoody @coryburgess87 do i literally eat asshole for a living? is that what i actually do faggot? You seem a little confused.. Mixed Hate Speech User Added
@Aydren cause you're a sexy bitch Mixed Abusive User Added
@AyMrCarter niggas be on pussy shit Mixed Abusive User Added
@AyDontJudgeMe Just come stop in this bitch cause im bout to get off 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