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
It's moe's monday ten ten ten twenties on yo titties bitch Mixed Abusive User Added
It's like zero bitches in nap that's gon stick by yo side if you fall off 💯 Mixed Abusive User Added
It's levels to my bitch you can't fuck her nigga cause she like red bottom you can't afford her nigga she got Benz you riding honda accord Mixed Hate Speech User Added
It's lame that you can buy clothes that look like real military clothing. If you wear it I will make fun of you. You're a 4 star bitch. Mixed Abusive User Added
It's kind of funny when people tell me they haven't seen me in years, and where have I been. Like at home bitch Mixed Abusive User Added
It's just not the same, #LittleDebbie #Cloud #Cake are not #Twinkies! http://t.co/OOILML6M Mixed Safe User Added
It's iguanas out this bitch n er thing Mixed Abusive User Added
It's hot and my allergies are killing 😩 I feel like a little bitch 😂 Mixed Abusive User Added
It's hilarious seeing chicks cry and whine through song lyrics on here because they got with a little scene fag instead of a real man 😂😂😂 Mixed Abusive User Added
It's hard getting a bitch from the hood to suck your dick on camera.She swear EVERYBODY knows her....And she hates the light. Mixed Abusive User Added
It's hard being a real nigga when these niggas got bitch tendencies Mixed Abusive User Added
It's gonna be a long season for the Yankees if this simulation is right #BlueJays #Rays #Yankees #Orioles… http://t.co/Zc3k9NDB1T 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