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

25504 Records
Phrase Text Dialect Category Label Source
That's a mighty big bitch in the Saran Wrap dress lol. Mixed Abusive User Added
That's a legal tackle faggot RT @PP_Rich_Hill: Seriously? http://t.co/lMyhrBKxZX Mixed Abusive User Added
That's a deal breaker, yo pussy shouldn't smell like my sweaty hooping shorts Mixed Abusive User Added
That's Ya BM tho RT @Tyga: That ain't my hoe. Mixed Abusive User Added
That'd been a ghetto little meal Mixed Safe User Added
That would be so weird and uncomfortable working at one of those whore coffee stands.Like I would freeze my ass off, those bitches get naked Mixed Abusive User Added
That was trash. I'm just gonna put my phone down. Goodnight Mixed Safe User Added
That was not good times! Starting the mickey mouse club soon! Mixed Safe User Added
That was my faggot rant for the night. Mixed Hate Speech User Added
That was deep.... like yo mommas pussy deep. Mixed Abusive User Added
That was almost 10 years ago. I gave ALL them bitches away... or they were stolen... Mixed Abusive User Added
That was a solid investment of 15 mins. Cue up Frank. Yankees. Wow. 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