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
As I tweeted before any man telling me to go to the kitchen this season could tell his mom that, father probably wouldn't of left..bitch Mixed Abusive User Added
As Chanice say that, I realize the coons move from drinking Moet to Belaire. All yuh feel all yuh so fancy with all yuh $30 champagne eh Mixed Safe User Added
Arturo keeps calling me ghetto 😔 Mixed Abusive User Added
Arroz con pollo Mixed Safe User Added
Arod like ugly bitches that like to fuck Mixed Abusive User Added
Arguing over a bitch with a glued on butt Mixed Abusive User Added
Argue to make up. Not to break up & get back together that's retarded in my eyes Mixed Abusive User Added
Aren't these little border jumpers supposed to be in school Mixed Safe User Added
Are you tired of the "mock drafts"? Let's just do this: If Clowney is not the 1st pick, who thinks Round 1 becomes "chaos"? #ShowOfHands Mixed Safe User Added
Are you single but your pussy is in a relationship? Mixed Abusive User Added
Are you nigguhs saying you want Donald trump as prez? That nigguh don't understand real american struggles 😂 Mixed Abusive User Added
Are poor little guinea pig died :( 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