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
@rickerozeaye you see me texting you bitch Mixed Abusive User Added
@rickandbubba that's enough of making fun of retarded people talking that way Mixed Abusive User Added
@rickahyatt @donaldbroom @Poysti That bastard Obama is giving them to the f-ing wetbacks. Mixed Abusive User Added
@richiechristie1 I should've 😩 that bitches wallet was tigher than her pu$$y Mixed Abusive User Added
@richarddeitsch yeah,but the cripple not getting up clean helped the call out...wouldn't have been fair either way Mixed Safe User Added
@rhythmixx_ why you gotta hoe me like that Mixed Abusive User Added
@rhythmixx_ bitch please Mixed Abusive User Added
@rhythmixx_ @jaymcnuggets ohhhhh you bitch Mixed Abusive User Added
@rezlife3 little bitch Mixed Abusive User Added
@rezlife3 I got your moms ass on my breath pussy ;) Mixed Abusive User Added
@reptar_ray nigglet send me the pictures Mixed Abusive User Added
@renfro_tiffany @ADawg2016 adawg getcho ghetto booty up 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