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
Man in zebra print dress robs bank http://t.co/3xaPAYzbge Mixed Safe User Added
Man im glad im around to see the redskins go to the playoffs considering it only happens once in a lifetime #RedskinsBlow Mixed Safe User Added
Man if that bitch dont call me back for the job cuhh, uma be snapping. Mixed Abusive User Added
Man if a bad washington heights chick on Dyckman likes me grabs her pussy and yells out "what's good son" I'm still fuckin Mixed Abusive User Added
Man heartburn is a bitch Mixed Abusive User Added
Man fuck these bitch ass niggas, how y'all doin? Mixed Abusive User Added
Man dude next to me got 2 of the worst looking hoes I ever seen but hey it is 2 Mixed Abusive User Added
Man bitches love Beyonce....no punch line Mixed Abusive User Added
Man arrested after 40 opened nip bottles of vodka found in car http://t.co/VtusSbGHbR Mixed Safe User Added
Man I'm tryna give Chief Keef's mixtape a chance but this shit trash Mixed Abusive User Added
Man I'm tryin to take my intoxication to Charlie Sheen levels today and I'm going to do just that Mixed Abusive User Added
Man I'm tired of dealing with these hoes but my dick not 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