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
@MorbidMermaid I swear to god nigger you better still hang with me before work. You got my hype Mixed Hate Speech User Added
@Montulos Lakers are trash Mixed Abusive User Added
@Montea_Rollin @kayysavage bitch ion talk to 3 😂😭 shit ion even talk to 1 can you even name 1 ? Lol Mixed Abusive User Added
@Montea_Rollin @kayysavage I wasn't serious bitch 😂 bitch them niggas i named ain't fuccing witcho ass 😂😭 we all just making shit up 😏😩 Mixed Hate Speech User Added
@Molly_m5462 better bitch!:) Mixed Abusive User Added
@MoenKiana fine walk bitch Mixed Abusive User Added
@MoenKiana I am working fag Mixed Abusive User Added
@MoeEaseYaMind bitches crazy 😩😂 Mixed Abusive User Added
@MobileSuitKwamz it is, we be thugging on these bitches too hard now days Mixed Abusive User Added
@MmmPrexton lol ive gotten into with retards on here who actually think i am my avi -_-' ive gotten called ugly black bitch. like...... Mixed Abusive User Added
@MizzCreme what that pussy do tho? Mixed Abusive User Added
@MitchVorce sheeze a yellow bone 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