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
this bitch is winning with popcorn…… @mc3Josh #Masterchef Mixed Abusive User Added
this bitch is weird she knows too much Mixed Abusive User Added
this bitch bad... firebird shit ain't even drop yet!! http://t.co/th7nNiWJU8 Mixed Abusive User Added
this bitch Mixed Abusive User Added
thirsty ass bitches shit dat ion like... Mixed Abusive User Added
third party keyboards on iOS 8 trash Mixed Safe User Added
think i should change "★Doctor's Advocate★" to "cunt that goes mental" #hmm Mixed Abusive User Added
they're working on a bill to prevent retards from voting. who knew retards COULD vote? things are starting to make sense now. Mixed Hate Speech User Added
they're not playing Charlie Strong's soft don't run up the score mentality. They're playing this guy. http://t.co/sqEdBgU34k Mixed Safe User Added
they shot another monkey lmaooooooooooo Mixed Hate Speech User Added
they say you going too hard just rest ya eyes & I'm just like why? bitch I ain't never seen Ben Franklin sleep Mixed Abusive User Added
they probably hate me even more because not only do I look white (when I'm technically a poc), but I have white hair now I'm double cracker 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