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
That bitch came flyin in !!! Lmao. Mixed Abusive User Added
That bitch called on Thor for some strength.  RT"@ChubbyGirlGod: Wait... http://t.co/UAf57JyiOi" Mixed Abusive User Added
That bitch better be happy about that 20$ tip. Mixed Abusive User Added
That bitch a tha tha Mixed Abusive User Added
That bitch Amanda ran away from me 😂 Mixed Abusive User Added
That bit Donovan got DVD's droppin and all @2realmacdatfee i see ya lha bitch Mixed Abusive User Added
That beach from Greece is so beautiful 😍 why do i live in bitch ass Virginia while people get to live around such beauty year round 😩😔 Mixed Abusive User Added
That bad bitches get left because of wack pussy kinda overrated cause the sex can get better if everything about her is cool Mixed Abusive User Added
That awkward moment when you hold the door for someone and they use the door next to it.. Like bitch you better back the fuck up. Mixed Abusive User Added
That awkward moment when a hoe says she's not a hoe. Mixed Abusive User Added
That awkward moment when #IGotDrunkAnd you're still an ugly hoe Mixed Abusive User Added
That ass so retarted it belongs on a short yellow bus.🍑🚌 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