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
It's basic bitches unite around these parts 😂 Mixed Abusive User Added
It's almost Christmas, Charlie Brown... Mixed Safe User Added
It's a small world and hoes make it smaller Mixed Abusive User Added
It's a sad sad day when a bitch loses her sponsor Mixed Abusive User Added
It's a recession on everything RT @cindielu Chasing pussy is never attractive! Mixed Abusive User Added
It's a plane, it's a bird, nah it's just me doing laps around the dam. Lol Mixed Safe User Added
It's a matter of pure weight ratios... A five ounce bird can not carry a one pound coconut! Mixed Safe User Added
It's a lot of fat bitches at this party I'm we at right now my outfit way too much fire to be at a function like this Mixed Abusive User Added
It's a lot of Uncle Tom ass niggas out here. Mixed Hate Speech User Added
It's a lil bitch at the bus stop with Adidas flip-flops & socks on. I know dem mfs soggy as fuck. Mixed Abusive User Added
It's a bird? It's a plane? No, it's Peter "Walkin on Air" Byers @pistol_pete96 http://t.co/WHECP5kDci Mixed Safe User Added
It's a Bob Schieffer holiday now, he's proud and smitten that he's the "good white guy," hicks be damned! Everything is 1965. Everything. 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