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
Niccas be gassing hoes they never gone pop .. Smh ... Prolly never gone meet her! #WastedEnergy Mixed Abusive User Added
Nicca n dis bitch playin games on his phone Mixed Abusive User Added
Nicca In my DM talkn bout follow his Instagram .. Lame nicca I now no longer follow you on twitter .. #WhereTheyDoThatAt Mixed Abusive User Added
Next time you leave magic trash in my jacket try not to have your initials written on them. @whatupag http://t.co/tFV1cZtr Mixed Safe User Added
Next time u gone call a darky a nicca..call dat coon a jungle bunny#Boondocks P.S. I... http://t.co/ug647wUIE4 Mixed Hate Speech User Added
Next bitch I fuck. I'm goin to her spot lol Mixed Abusive User Added
Next Sunday faggot @leiacatherinexx Mixed Abusive User Added
New years ever, get at me bitch. #loaded #GFU #2013 #🎉 http://t.co/3kkviDM5 Mixed Abusive User Added
New test makes your poop neon colored if you have colon cancer → http://t.co/GiGzo0ntpD Mixed Safe User Added
New strategy to get bitches: Be Bruno Mars Mixed Abusive User Added
New song coming out Ray rice that hoe http://t.co/bUl6ISsMFH Mixed Abusive User Added
New show announced in Lutsen, MN at Papa Charlies on January 29, 2011 http://artistdata.com/a/33ck 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