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
Wayne crazy.... New Orleans ass nicca lol Mixed Abusive User Added
Way too many pussies who just lay down and do nothing in my generation. Both literally and figuratively. Mixed Abusive User Added
Wave 🌊 or get Splashed 💦 on!!! #SplashGang ya bitch you!! Mixed Abusive User Added
Wats up with ppl calling me foriegn bitch now Mixed Abusive User Added
Water whippin bitch that bobby buschi Mixed Abusive User Added
Watchu smiling in da can foe nigguh, Mixed Abusive User Added
Watching the nigger movie Menace2society. Trying to learn more about the enemy. Good reconnaissance. Mixed Hate Speech User Added
Watching Richie Rich! On Tv..Even he wanted to kick it with the ghetto kids.. Shows yuh how much Money Aint A Thang!... Mixed Safe User Added
Watching Forrest Gump has taught me that these bitches wanna hoes until they're tired Mixed Abusive User Added
Watching Deadly Women. This malicious bitch left 50 babies out in the sun so they can bake to death. Wtf. Mixed Abusive User Added
Watching #Steelers colts getting blinded by the Steelers uniys look like bunch of bumblebees Mixed Safe User Added
Watched some crows eat a sandwich 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