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
just a casual ghetto family twerk session http://t.co/jRmePckCqs Mixed Abusive User Added
jooooooked out RT @topmodelciara: “@11wdNICK: 4 old hoes, a ponk, and a dyke outchea having "girl talk"”LMAO Mixed Abusive User Added
jm sorry to hear this RT @FreeYBB: I'm going to chipotle for the first time. It better not be trash. Mixed Safe User Added
jig levitating for lousiville Mixed Safe User Added
jig levitating RT @mashable: Samsung made fun of #Bendgate. Now the Galaxy Note 4 fails, too. http://t.co/aJFlpcj7yR http://t.co/aSVspIQXmH Mixed Safe User Added
jesus christ youre a fucking retard if you believe in Mercurian retrograde affecting your life Mixed Abusive User Added
janet Jackson's nip slip #iconic Mixed Safe User Added
jacobs just like stfu bitch Mixed Abusive User Added
jacob u look like a monkey in dis http://t.co/rkaqn0GRQe Mixed Safe User Added
jackie peyton you are a fucking bitch. omg I love you though. damn thats the best shit you pulled Mixed Abusive User Added
ive went through 50 fags in 5 days, not very happy #sad Mixed Abusive User Added
its either a gun, a sandwich, or both. details looking really fuzzy right now and i don't trust any police department in MO 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