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

25504 Records
Phrase Text Dialect Category Label Source
Wait that's noooo butt naked bitch 😂😂😂😂😂 awwwww boy!!!!!! Mixed Abusive User Added
Wait did @kidfivevibes take my brownies?? Mixed Safe User Added
Wait bitch..Keep it simple never basic Mixed Abusive User Added
Wait a minute... Bowyer causing a yellow in a Chase race RT @Knighter01: Caution, 15 #NASCAR Mixed Safe User Added
Wait a min you nigga bitch! Lol RT @WILLIEP252: #FuckTheSteelers #HTTR I don't give a damn if it (cont) http://t.co/9VemNXDuQL Mixed Abusive User Added
Wait a min RT @angie_goodwood Or her pussy RT @KingHorseDick That Rihanna cologne for men probably smell like curry goat and nail clippings. Mixed Abusive User Added
Wait What?! 😭😭😴😴“@TaeCocky: You a faggot if you wear a seat beat” Mixed Abusive User Added
Wagwuan bitches...! Mixed Abusive User Added
Waddup bitch I gotta get tf outta this town tonite http://t.co/fDc54X3cB0 Mixed Abusive User Added
WTMF is Murica? You say it, you should be thunderpunched in the throat, or sole stomped. Mixed Safe User Added
WTF is this chick singing the 7th inning stretch at the Giants game wearing? She's like a redneck Carmen Miranda. #nlds Mixed Abusive User Added
WTF I'mma do about my legs Charlie Murphy... Mixed Safe 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