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
TV makes these hoes seem more attractive. *yawns* Mixed Abusive User Added
TURNT up with yo bitch in a house party Mixed Abusive User Added
TRUST ME when I say that #JesusChrist would be KILLING #faggots if he came back to life in today's day and age> #Spartacus #Rome Mixed Hate Speech User Added
TRUST ME #Seattle> WE GIVE #Thanksgiving it's DUE> A huge, flightless bird? Dream come true for European bird eaters....... Mixed Safe User Added
TMZ hoes http://t.co/J0lWD4S9d5 Mixed Abusive User Added
TLC's Chilli and her bullied son have the same moustache and seem to share clothes. Yer in the public eye! STOP CRYING, ya flaky bitch. Mixed Abusive User Added
TK fucking money bitch Mixed Abusive User Added
TCBY with these hoes 💕 || @arabellaann @jackireininga http://t.co/aUVQnOGvdY Mixed Abusive User Added
T up bitch no chaser needed Tsu HC2k14 http://t.co/YXHDIszIMl Mixed Abusive User Added
T talked sooooo much shit today that he would mop the floor with Kyle and I. We both ended up raping his time. #bitch Mixed Abusive User Added
Sydney on this hoe asking dumb ass questions Mixed Abusive User Added
Switcheroo on yo main hoe hell naw me and my Nigggas don't save 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