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
@CapoDaAssHole @Alejandro_Bihhh lmaooo I wanted them hoes she was suppose to hold em Mixed Abusive User Added
@CapoDaAssHole @Alejandro_Bihhh damn that hoe just came out but look at how many hoes said his shit jamming on my shit Mixed Abusive User Added
@CapoDaAssHole @Alejandro_Bihhh all hoes singing it too Mixed Abusive User Added
@CapitolEVAN That's where I saw the leprechaun. He told me to burn things. Mixed Safe User Added
@CandiElissa @twitRless_kb @ElissaReillyS @HelenKimFitz76 elissa is such a fake cunt Mixed Abusive User Added
@Campos_uli is a fag #hesgay Mixed Hate Speech User Added
@Cam_Coles You don't know what I know. Name somebody colder, you monkey faced immigrant Mixed Abusive User Added
@CallNeeshCakey we in this bitch finna get crunk eyebrows on double PAPP 💥💥 Mixed Safe User Added
@CallNeeshCakey umm bitch hello I was not alive so I clearly DOBT have it Mixed Abusive User Added
@CallNeeshCakey to lay up w my bitch Mixed Abusive User Added
@CallNeeshCakey pop wop and drop it tho Mixed Safe User Added
@CallNeeshCakey no , a pop wop 😂 Mixed Safe 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