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
@KenSuttling That twat Barry Hearne.It would seem to be all about there was no option for teams to share the venue. Mixed Abusive User Added
@KenSuttling Not taking Franks advice and he ate the yellow snow. Mixed Safe User Added
@KenSuttling Mr.Cox,the Chase me Charlie of his day.Bend over boy,while I conjugate your A**e Mixed Abusive User Added
@KenSuttling Man City and the Yankees have got together to form the 20th MLS club.They begin playing in 2015. Mixed Safe User Added
@KenSuttling Certainlt not the paddies Mixed Safe User Added
@KenSuttling @amhistorymuseum @Yankees He now resides on the Mantle piece. Mixed Safe User Added
@KenSuttling @LesleySuttling Him as well, They like their fried chicken,esp the spear chuckers. Mixed Abusive User Added
@Kelseyyvirginia im talking about the pucture of the pussy cat you nit twit Mixed Abusive User Added
@Kelseyyvirginia @caylanashlee look here bitch if i wanted to be gramatically correct, i would have Mixed Abusive User Added
@KelseyHison @JODYHiGHROLLER see bitch this is why you have no friends Mixed Abusive User Added
@KellyOsbourne do u still have ur blk. pom? Mixed Safe User Added
@Kellinquinn please acknowledge my existence you amazing son of a bitch 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