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
I'm dry humping hoes tonite bussin on they costume so they man deal wit em later. RT @Me_RonG: Somebody girl gettin fucked tonight" Mixed Abusive User Added
I'm drunk eat a fucking twat Mixed Abusive User Added
I'm dressing up as an albino one day and scaring the shit out of amaris' mom Mixed Abusive User Added
I'm dracula bitch, don't got a problem smackin a bitch Kidnap em, attack em with axes n shit Mixed Abusive User Added
I'm done wit this cheer team all these bitches are Literally BRAIN DEAD. Mixed Abusive User Added
I'm done crying. I'm done being worried! Ain't no bitch in me, or is stupid written over me Mixed Abusive User Added
I'm definitely watching that mook/ lux battle today damn it!!! Mixed Safe User Added
I'm dat nigga that these hoes just can't stand... 🎶 B.G Mixed Abusive User Added
I'm cute with or without the makeup & eyelashes 👌😌 y'all bitches depend on that shit Mixed Abusive User Added
I'm crazy poke out your eyes, slit yo clit, you give a shit cuz I'm the shit Mixed Abusive User Added
I'm coming for that no 1 spot nigguh @Nichollsodeon Mixed Abusive User Added
I'm cold as a bitch and don't even need a fleece, and if she a bad bitch tell her drop to yo knees. 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