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
Sewing is also a requirement to be an #ISIS Jihadi girl - keep the men's clothes presentable #ISISFeminism http://t.co/sN5KUwMX78 Mixed Safe User Added
Seven digits niggas, two commas hoe. Mixed Abusive User Added
Sessy's a bitch but is a real homie. Unlike Gabby. Mixed Abusive User Added
Sesh with my n-words say it like a white kid yes my Kush is betta than yours u are a whore so please kill yo self fool bitch ass Mixed Abusive User Added
Seriously, retarded is a really funny word. Mixed Abusive User Added
Seriously, reading 'thriller' like books spook me more than most horror movies. #bookgeek Mixed Safe User Added
Seriously if you're living at someone's place for free the least you could do is help keep it clean #ratchet #lazy #hoe Mixed Abusive User Added
Serious question: what do white boys pull up on bitches bumpin? Mixed Abusive User Added
Serious question here; How many country songs mention honkey tonk(s)? Mixed Safe User Added
Sent ideas in to VOEM , they only seem to wanna hold testing/drills in nice weather, we need to run mock incidents in bad weather, night, Mixed Safe User Added
Senior privileges bitch Mixed Abusive User Added
Sendin the link to Wishy Washy to my old hoes 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