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
@SuperheroReport "I'm going to show these bitches how it's done." http://t.co/RF5dTVQWI6 Mixed Abusive User Added
@SuperDickRikki I'm highly upset dat des bitches tryanna clown me on a media sight bitch I ain't going Mixed Abusive User Added
@SunyHD abouta get him some crayons and animal crackers after 8:30pm 😂😂 Mixed Safe User Added
@SunkissedSexii bitch trying to turn this shit like Facebook Mixed Abusive User Added
@SugarShai2 youtube bear vs monkey bike race! Mixed Safe User Added
@SugarShai2 room temp cus i have sensitive bitch teeth. ( ._.) Mixed Abusive User Added
@SuckMyBenjamin 😂😂dem hoes twatchin right nie dey need uh answer Mixed Abusive User Added
@SuSuSudafed I eat dat chicken out your love box baby. Lovin a white woman while eatin chicken. A colored mans dream Mixed Safe User Added
@Stvtch_ @IAMBJRAPS @cheffin_curry @GirlTimeUSA @LILBTHEBASEDGOD bitch you look like a shamu go back to seaword Mixed Abusive User Added
@StunningVisual yes hoe. You ALWAYS had the camera! Mixed Abusive User Added
@StunningStina their tortillas are trash though. Mixed Safe User Added
@StudlyDubly Eat my pussy! 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