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
@RniSwirvinn @LilKev_J no ur wrong stupid nigger Mixed Hate Speech User Added
@RnadJorell Knocked that bitch soul out her body lol Mixed Abusive User Added
@RivenbarkYahoo @hale_razor jim Hogg county a dirt poor democrat leaning county.. Hebronville is it's seat. Been there it's a near ghetto Mixed Abusive User Added
@RishaaWilliams byee iverrishaa 😂😂 ghetto ass name Mixed Abusive User Added
@RileyCooper_14 so your a "nigger" fighter huh Mixed Hate Speech User Added
@Rik_FIair Pusha T and Ye gonna have to write the whole bitch Mixed Abusive User Added
@RihannaHasAids I knew farquaad a faggot Mixed Abusive User Added
@RihannaHasAids I had free tickets and couldn't go because I had chemistry ain't that a bitch Mixed Abusive User Added
@Righteouz_ lmfao!!!!! I remember all the rednecks in my school with that shit lol Mixed Abusive User Added
@Righteouz_ @growejr that bitch should be in jail for that 114-114 Mixed Abusive User Added
@Righteouz_ @growejr I could have that chick there boobs in my face and score the fight better than the bitch that made it 114-114 Mixed Abusive User Added
@RightWay2 getting into people's faces? LOL YET u r the teabagger all over my twitter dash. Shut the fuck up already. 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