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
@GiftedHussle94 @DallyJackson @TreFreedawg "babe it's the thought that counts".."bitch you a thot" Mixed Abusive User Added
@GiantRaiderKing oh you sneaky son of a bitch you Mixed Abusive User Added
@Giannaamarieeee first off who you calling a hoe ? Don't make me go sharkeisha ok you boo boo Mixed Abusive User Added
@GforGent bitch what happen to comin thru Mixed Abusive User Added
@Gethenian ffffffffffffuck. Baratheon rebellions are a bitch. Mixed Abusive User Added
@Get__Em__Craig you owe two hoe I don't wanna hear shit when I hyu Mixed Abusive User Added
@Get__Em__Craig naw hoe let me see if you got Keisha Mixed Abusive User Added
@Get__Em__Craig lol I will be there in the morning hoe Mixed Abusive User Added
@Get__Em__Craig funky hoe you gone solo Mixed Abusive User Added
@Get__Em__Craig I was sleep hoe where you at Mixed Abusive User Added
@Get__Em__Craig I hear ya hoe Mixed Abusive User Added
@Gertrude_Larue I is colored, Latino and some Jewish. When I move in, I don't ruin the neighborhood, I wipe it out! 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