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
@idclogan bad ass bitch! Mixed Abusive User Added
@icpchad @UnseeingEyes ......monkey look, just like you! Mixed Safe User Added
@iank12 bitch Mixed Abusive User Added
@ianbmaggard lol @ all the kids that act "redneck" in Oviedo Mixed Abusive User Added
@ianbmaggard @kade_melton im going to miss that big nig Mixed Abusive User Added
@iamkrause I see da dayd presidents coz my bitches and hoes be makin money day way Mixed Abusive User Added
@iamkrause I ain't never orderin from no colored pizza stow Mixed Safe User Added
@iambillyshears shoulda came to my family's dinner tonight....we talked about shitting and negros. Mixed Abusive User Added
@iamadamg_ fuckin bitches talkin shit bout to get hit. Mixed Abusive User Added
@iamSHIRAQ ion have a FB, niggas on twitter ain't worried about me, & them IG nigga foe EVERYBODY so try again 😂 my BFFL got the hoes Mixed Abusive User Added
@iamJAYUNO shuddup hoe Mixed Abusive User Added
@iTakeOverTLs home of that one hoe Katrina 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