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
On this 2k14 Online hitting on these niggah 😂😂😂😂👌 Mixed Abusive User Added
On the secret Party mission! Live tweaking to mock FATPO. Mixed Safe User Added
On the anniversary of 9/11 #ISIS & Al Qaeda supporters each claim Ben Laden as their own as a show of their Jihadi authenticity #pathetic Mixed Safe User Added
On my own shit, jus turned 18 bitches on dat "now you grown" shit 😏 Mixed Abusive User Added
On break feeling xxxtra dumb cause i forgot my lunch money like a hoe Mixed Abusive User Added
On a scale of 1 to redneck, I'm watching Days of Thunder right now. #goCruise Mixed Abusive User Added
On a mission to find some zebra cakes Mixed Safe User Added
On a handstand? RT @blaaksuedepumps *pops pussy in delight* Mixed Abusive User Added
On UPenn campus all the black chicks here are trash but they're gonna be paid Mixed Hate Speech User Added
On GC I l8v3 dis bitch http://t.co/DmxSOT02Qg Mixed Abusive User Added
Omoide Yokocho : Shinjuku, Tokyo, Japan / Japón by Lost in Japan, by Miguel Michán http://t.co/7J2uXi5501 Mixed Safe User Added
Omm this bitch dumb ass fuck 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