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
Lil Wayne has fucked every bad bitch in the game Mixed Abusive User Added
Lil Kim really made herself trash smh 💔 Mixed Safe User Added
Lil 16 y/o in trouble for beatin a bitch showing the judge zero respect. Lol brooklyn niggas and they temper Mixed Abusive User Added
Likka downtown bitch at a secondline! RT @BallHawk_Carter: Man yeah that's ball game Teddy Bridgewater gettin in , we hit 0-3 Mixed Abusive User Added
Like these nigguhs pussy there's no other thesis Mixed Abusive User Added
Like the song French, "got all the black bitches mad because my main bitch strawberry" Lololol Mixed Abusive User Added
Like the hoes when they lay w/ me.. Puppy eyes when I go, Sayin stay wit me Mixed Abusive User Added
Like that bitch Ernest or somebody Mixed Abusive User Added
Like stop being a bitch for 3.2 seconds. Mixed Abusive User Added
Like some nigga lie to bitches & wonder why they go crazy ... That ain't me Mixed Abusive User Added
Like she got a death touch? RT @Tenebris_cor: This bitch standing in front of me looking like rogue from the xmen Mixed Abusive User Added
Like real shit dude da closest nicca I done seen to AI 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