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
@tupacselenas hey bitch imy Mixed Abusive User Added
@tupacselenas bitch smd Mixed Abusive User Added
@tucsonchld lol you can only get in at Eden when you're 18. All the bitches there are fat... Mixed Abusive User Added
@tsmith4569 Sorry I missed that, you mean where I live is disgusting or that that muzzies in the UK r disgusting, or both? Have a great Sun. Mixed Safe User Added
@tsj_washington No matter how much you bitch and complain... America is in better shape to how Obama found it PERIOD Mixed Abusive User Added
@tsallabT it was the address to her Job... So the jokes on you bitch! Ha! Mixed Abusive User Added
@truuueee_ that bitch done.. have it to u on Sunday my nigga Mixed Hate Speech User Added
@true_east_ trash what? http://t.co/IUdvnQCkB4 Mixed Safe User Added
@true_east_ @TroyMadden yall trash but @thEMANacho cold Mixed Abusive User Added
@truckpartstores Intended to get pics but didn't have time.. Must be a mud race/event here this weekend.. Is like a redneck convoy out there Mixed Safe User Added
@tropicth you know. pens for school? to cut all them bitches Mixed Abusive User Added
@trix2343 okay bitch. Tomorrow in the principals office. Be there. 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