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
High then a hoe, hitting this bowl for my nigga Rick! #RIPRick Mixed Abusive User Added
High then a hoe with bitch ass Benny Mixed Abusive User Added
High then a hoe watching wolf of Wall Street Mixed Abusive User Added
High then a hoe but played it cooooool Mixed Abusive User Added
High then a bitch of them bong rips, steady smoking 11 g's with my nigga Jorge Mixed Abusive User Added
High school is tough for everyone. Grow the fuck up and stop being a little bitch. That should be a tag line for my new speaking tour Mixed Abusive User Added
Hidey hidey hoe http://t.co/39fPSgB7hk Mixed Abusive User Added
Hi Charlie, eating leftover candy? @Charlie4927 @StacyDmomof5 @RevkahJC @cantUCIMblonde @Kacado @PattiSM74 Mixed Safe User Added
Hey. @BarackObama. Don't be like a stupid white bitch in some horror movie asks #America to hide from #ISIS behind some chainsaws. M,kay? Mixed Hate Speech User Added
Hey. Aside. This was my graduation cap. Like fuck you, bitch, Detroit What. http://t.co/fvNpE7ukn7 Mixed Abusive User Added
Hey, you, bitch in the mini-van. Stop riding my ass. You have no power in your vehicle, just stop already. Mixed Abusive User Added
Hey, people bird watching, you do realize there’s like, hundreds, literally hundreds of free pictures of boobs on the Internet, right? 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