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
@L0SERNIGGA @HotNiggaDarius all bitches all day all the time Mixed Abusive User Added
@Kyle_Monahan Fuck you bitch Mixed Abusive User Added
@KyleReinders bitch Mixed Abusive User Added
@KxRxSxB haha no but I was ready to slap that bitch again he came walkin in my room to say hi while I was playin saints in my underwear -_- Mixed Abusive User Added
@KxRxSxB haha alright well you gotta get here and see this bitch haha you'll scare the shit outta him I already have Mixed Abusive User Added
@KxRxSxB @SamRomero95 prairie nigger Mixed Abusive User Added
@Kvrmaa_Trill @StudyFN @VLzed says the scrawny nigger. Mixed Abusive User Added
@KurtBusiek well pee is oft yellow. Mixed Safe User Added
@KuntaKayne I have never seen such ignorant, illiterate pieces of shit in my life. Bring in Natl Guard & disperse this trash. @bassem_masri Mixed Hate Speech User Added
@KuntIMKeesh lmao...nigga talking like he bag bitches Mixed Abusive User Added
@Kummar_King I volunteer to be guinea pig and help test it out 😏🙋 Mixed Safe User Added
@KtKasey nooo I am....lmfao and don't bitch me ya bitch 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