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
If it wasn't for this blanket, my nips would be harder than the search for Anne Frank.. Mixed Abusive User Added
If i wasn't a Yankee fan i probably would be a SF Giants fan LOL Mixed Safe User Added
If i was to get a rich girl so be it. At least she likes me. She saw something in me you hoes didn't see Mixed Abusive User Added
If i straighten my hair, it's gonna be long and the hoes gonna hate 😩😂😂 Mixed Abusive User Added
If i fucked her i know every niggah want her. Mixed Abusive User Added
If i aint hit that bitch then i aint hit that bitch why lie about it thats petty bullshit Mixed Abusive User Added
If her mom was/is a hoe then she's most likely a hoe too. Where do you think she learned it from? Mixed Abusive User Added
If her bio says "Only God can judge me" she's a hoe. Mixed Abusive User Added
If everybody already hit, Of course a nigga can't take you seriously.. Idk why hoes be so surprised.. Mixed Abusive User Added
If ever sports seemed scripted , this ending to this Yankee game proved it Mixed Safe User Added
If eating the pussy makes you happy, I'm all for it. :) Mixed Abusive User Added
If anything I've ever said has offended you, that's a YOU problem not a me problem. Don't be such a little bitch. 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