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
The hoes aint classy no more more like trashyyy! Mixed Abusive User Added
The heat will make you wanna put hands on a niggah 💦🆚😠👈 Mixed Abusive User Added
The guys at LA fitness are such fags 😂😭 Mixed Abusive User Added
The guinea fowls are not what they seem. Mixed Safe User Added
The gospel RT @TibriDotCom: Better wake up and realize that the good Lord ain't stop creating pussy when he built yours shawty. Mixed Abusive User Added
The girl skipping school ain't nothing but 16 y/o and just made me say in my head "bitch u supposed to be in school" had to catch myself Mixed Abusive User Added
The ghetto thuged out version of tree of life coming soon... Mixed Abusive User Added
The ghetto hoes love feeling a nigga abs ya heard me Mixed Abusive User Added
The funny thing is the daughter never got kicked out on her one night stand, I didn't have the courage to tell her, her mom an official hoe Mixed Abusive User Added
The fucking Royals bitch! Work! Mixed Hate Speech User Added
The fuckin hoes Mixed Abusive User Added
The fuck mickey d's gave me... some cookies in a big mac box!! http://t.co/5NWXPQXHnF 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