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
@corrinybug YASSS bitch YASSS! I wonder if penny passed 😂 Mixed Abusive User Added
@corey_emanuel bet.... Pay back is a bitch Mixed Abusive User Added
@corey_emanuel bet... My trash ass self is just that petty Mixed Abusive User Added
@cooney_mane @nflcommish it's not right but it's the rule. The nfl has a strike policy for drugs and josh Gordon is retarded Mixed Abusive User Added
@coolstorysam @MorgannnDee i thought you had some fucked up birth defect that made your nips heart shaped lmao. Mixed Abusive User Added
@coolieDAGGERA @CapoToHeaven why wld u wanna be a faggot, dude? That's faggot like Mixed Abusive User Added
@contrarian11 @YouTube yeah. great song. just watching the MSG concert of 1990 Yankee Stadium gig. Mixed Safe User Added
@collinaudre - see, that's why ya ass never need to go out. tryna go ape shit.😂 Mixed Abusive User Added
@collegefession you are a bitch!!!! Mixed Abusive User Added
@colinkane ur the tool for posting a vid of a dude pacing! Especially when u were too pussy to film his face!!! Mixed Abusive User Added
@coffincreepxx you had to throw in the faggot word smh smh smh Mixed Hate Speech User Added
@cody_laws @ me bitch. When and where? 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