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
Rikanya <<< 😭 get this bitch out my DM Mixed Abusive User Added
Rihanna's Favorite Thing About White House Visits: 'My President Being Black' http://t.co/86zVJUzJLr #Solidarity Poking whitey-not wise.. Mixed Abusive User Added
Rihanna must got the holy grail of pussy 😂 Mixed Abusive User Added
Rihanna just slaying any bitch 😍😍 Mixed Abusive User Added
Riding wit my old dude .. Dis nicca bangin #FreshPrince #Summertime 😂😂😳😕😯✋ Mixed Abusive User Added
Riding my quad with this bitch 😜 http://t.co/EpPeMQfXxO Mixed Abusive User Added
Riding in that ooo bitch it's nasty Mixed Abusive User Added
Ricky is such a bitch when it comes to girls😒 Mixed Abusive User Added
Rick is not a bitch. #TheWalkingDead Mixed Abusive User Added
Rewrite, tinker with it's official language regarding same-sex relationships, divorce, remarriage, etc. But nothing is set in stone at all. Mixed Safe User Added
Review: The Yanks are Coming! A Military History of the United States in World War I http://t.co/Hv4k1yZACH via @BreitbartNews Mixed Safe User Added
Rev. Charlie Rangel: What Unions Stand For Are “Spiritual Damn Things”… LIKE INFLATABLE RATS. http://t.co/2nmrLDvIgB Mixed Safe 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