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
Drake was singing that shit so bitches would buy NWTS...lmao. Nobody even remembers that album Mixed Abusive User Added
Drake vs. Tyga beef, Yung Berg, Lil Fizz, Chris Brown bitch rants on Twitter, ILOVEMAKONNEN getting drug off stage. Light skins taking L's Mixed Abusive User Added
Drake gets the bitches Mixed Abusive User Added
Drake T.I“@MsBTxo “@_sirhampton_ 3 Stacks, Kendrick RT @xHollywoodCourt: Name a rapper that alot of people like...but you think is trash”” Mixed Safe User Added
Draft Drinking Game: chug a beer everytime you see a black woman crying. @stoolpresidente Mixed Safe User Added
Down to catch a body bitch! Mixed Abusive User Added
Doug Martin trash Mixed Safe User Added
Double up on that blow bitch! Mixed Abusive User Added
Double tap and imma be honest hoe honest hoe 😂😂 http://t.co/T5iBbIGRUl Mixed Abusive User Added
Double Stuff Oreos mane say Mixed Safe User Added
Dooms.. RT @Gutta_DaDon: White nubuck or leather for the upper of the foam makes them a pass to me. White soles too. http://t.co/QIVkEPtLKj Mixed Safe User Added
Dont you talk when im talking, you better mute it hoe 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