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
@alexiscarfield Thought to myself SHEEBA-SHEEBA, got my ass lookin' like a zebra! Mixed Abusive User Added
@alexbenovich more than you run pussy Mixed Abusive User Added
@alesiahenderson wat a faggot Mixed Abusive User Added
@aldofelix naw dude I wish, they're white trash Mixed Hate Speech User Added
@alberdough check cashing on the corner of El Cajon and calwood it's across the steer for pollo loco Mixed Safe User Added
@alanaaaaaa_ why are you laughing . That's you hoe 😂 Mixed Abusive User Added
@alanaaaaaa_ pussy Mixed Abusive User Added
@alammus small man syndrome usually deep down they're huge pussies so they join the authority to compensate their weak ego Mixed Abusive User Added
@alammus @wesideconnect @ArbitraryDesign @Damn_Jehu @michaelsayeth fellow anarchists quit being vaginas :P like jr high up in this bitch Mixed Abusive User Added
@akaYankeee bitch probably deserved it lol Mixed Abusive User Added
@akaREKT @LadyVodkax in with the go to air out with the bad air and where's my next brownie Mixed Safe User Added
@ajbruno14 @JamesOKeefeIII @jdhayworth nope, it's a term used to mock teabagger scum like all three of you. Better luck next time, pal. 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