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
Like bitch you're a man. That means You don't show fear or pain. You be strong when others can't. Mixed Abusive User Added
Like bitch y u ain't do that in the first place? Mixed Abusive User Added
Like bitch that aint even attractive Smh Mixed Abusive User Added
Like bitch 💫 Mixed Abusive User Added
Like bad kids bitch we reckless. Mixed Abusive User Added
Like a woman to tell you what she wants you to do without sounding like a bossy demanding bitch.The art to that is sexy. Mixed Abusive User Added
Like a skinny model boney bitch Mixed Abusive User Added
Like Nike bitch just do it! Mixed Abusive User Added
Like I said... fuck a LeBron. His fan base, bandwagons, dick riders, & loyal ass eaters. I don't like bitch niggas & those that love one. Mixed Abusive User Added
Like I can't have niggas thinkin ho-tep talk time is apart of my party sets. Mixed Abusive User Added
Like HELLO my feet were clearly on the back of the desk bitch! Mixed Abusive User Added
Like Baathists before them, #ISIS & Al Qaeda supporters' rivalry is as absurd as their cause - battling for who's the more authentic Jihadi 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