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
Same hoe said I couldn't get it tryna kick it. Mixed Abusive User Added
Same bitches they be all in my face bout how they couldn't do it , be the same bitches all on his dick 😒 Mixed Abusive User Added
Sam is such a bitch, Ronnie got in a fight because of you 😒 Mixed Abusive User Added
Sam is hands down easily no doubt in a million years my least favorite character, such a little bitch! #freaksandgeeks Mixed Abusive User Added
Salute a real nicca http://t.co/3fOYAYwLWS Mixed Abusive User Added
Salute RT @ShitneyW0rd_: 📝 RT @Shvkxir: Spit on my chest like a nasty bitch. Mixed Abusive User Added
Saltine crackers for dinner lol. Sad lyfe. Mixed Safe User Added
Sakurako legs spread wide as she takes a big cock deep in her twat http://t.co/36CVHP6C70 Mixed Abusive User Added
Said you a mean bitch Mixed Abusive User Added
Sadboy bitch we worldwidee Mixed Abusive User Added
Sad that girls look up to Kim so much. Like damn she got famous from being a hoe, and making sex tapes. We need to find better role models. Mixed Abusive User Added
SWAG !“@MYSTIKALGOD666: bitch im serious http://t.co/UFqHqSc7Xv” 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