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
@LadyVodkax yer dirty pussy Mixed Abusive User Added
@LadyVodkax we're talking about fucking you right in the pussy Mixed Abusive User Added
@LadyVodkax keep them around so new bitches know they could be the next ex if they dont stay in line. Mixed Abusive User Added
@LadyVodkax bare it bitch. See what I did there Mixed Abusive User Added
@LaIndieKid @tneut10 @riwhey_000 what you say bitch? #selfiesONselfies http://t.co/FcMlVtIGbL Mixed Abusive User Added
@LaBugg09 😂😂 my fault it sound like it fucc nicca Mixed Safe User Added
@LLTJae @kolbyXdelce this hoe 🔥🔥 Mixed Abusive User Added
@LILNTHEBASEDGOD her face ugly to me, & her nudes were trash. Mixed Safe User Added
@LILBTHEBASEDGOD "I'm a dirty ass nigga with a clean dick. Fucked a bitch in her ass then she sucked my dick." omg Lil B we aren't ready. Mixed Abusive User Added
@LCisTJ ; so you about to purpose to Charlie? Mixed Safe User Added
@L20music @SALUTEmyRainbow @iHeartMe_LOTS ; My ass just won't be on that hoe! Mixed Abusive User Added
@L1LTR4P fucking losers wetbacks #SorryNotSorry Mixed Hate Speech 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