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
I bitch a lot but it's coo Mixed Abusive User Added
I bet you think you a no-chill savage huh. Fucking faggot @KILLSemaj Mixed Hate Speech User Added
I bet we are gonna see 3 game loan player reviews too just because people are that much of a cunt Mixed Abusive User Added
I bet u John Elway gets way more pussy than John Dorsey. Mixed Abusive User Added
I bet these bitches trying to set me up 🎧 Mixed Abusive User Added
I bet that nigga @gucci1017 got charged for murder for tha intro of "Gucci vs Guwop" cause straight killed that hoe! #FreeGucci #FreeRadric Mixed Abusive User Added
I bet if we took a twitter cencus it'd be at least 35% basic ass bitches Mixed Abusive User Added
I bet he rey go crazy ona bitch jack llab Mixed Abusive User Added
I bent yo bitch over that's why you mad these niggas broke that's why I laugh Mixed Abusive User Added
I beg to differ on that lip bittin shit. Dis bitch bit my lip nd tried to suck my blood. Aint shit sexy about that Mixed Abusive User Added
I been with the same STUD for a year....That bitch, her attitude nasty. Mixed Abusive User Added
I been way to consistent on niggas , I'm have to drop some trash to get appreciated 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