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
@EzraxDavis you want my pussy so bad Mixed Abusive User Added
@EyeOnPolitics @chrisloesch As long as its not one of those "special brownies" right? Mixed Safe User Added
@ExurbanKevin birds of a feather flock together? @SubBeck Mixed Safe User Added
@EvetteColeman lol true I just want fried Oreos Mixed Safe User Added
@EverybodyHatesX shut up bitch and focus on that L tomar Mixed Abusive User Added
@EverybodyHatesV I read a black man tweet hot sauce is trash & watermelon is overrated. I can't deal Mixed Safe User Added
@EvelDick Y am I not surprised UGLY MIKE BOOGIE has to buy pussy??!!!! Mixed Abusive User Added
@Evan_White4 @jeremy_hemsley really that's why we got side hoes 😎 Mixed Abusive User Added
@Evan_P_Grant I can only hope Charlie Strong. #UTcoach Mixed Safe User Added
@EvanDMyers @nineinchessoft you have a redneck attitude. The same people that think Benghazzi is real think Fox fake nws is real. Your one Mixed Hate Speech User Added
@EvanBecker513 what are you doing bitch Mixed Abusive User Added
@EvanBecker513 @_TriggaPlease_ @MorbidMermaid @zooyorkinit @_ShayisdaBOMB_ @Rainbowblake they can see this dumbass nigger 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