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
@CarelessOne92 a young nigga turned into Mr. CATCHMEIFYOUCAN....I'm in da field my nig #WEDAOPPS #FUKEMWEBALL Mixed Abusive User Added
@CarelessOne92 I'm not Hollywood at all my nig, u brought me to twitter n bounced Mixed Abusive User Added
@CaptElliott NFN you bitch to much. Mixed Abusive User Added
@CapoDaAssHole yea he coming back him big rod doing something for that hoe Mixed Abusive User Added
@CapoDaAssHole wiz had a warrant like a bitch Mixed Abusive User Added
@CapoDaAssHole naw where can I see that hoe at Mixed Abusive User Added
@CapoDaAssHole lol that hoe for 5yr old Mixed Abusive User Added
@CapoDaAssHole I fuck with Takeoff nigga get on the bitch and just snap Mixed Abusive User Added
@CapoDaAssHole @Alejandro_Bihhh whatever turn them hoes on z-Ro ain't gone get the bitch wet Mixed Abusive User Added
@CapoDaAssHole @Alejandro_Bihhh me either but if the bitch like put on that Beyoncé nigga ain't gone hesitate Mixed Abusive User Added
@CapoDaAssHole @Alejandro_Bihhh lmaoooo Beiber get these hoes wet big bro I'm Tryna tell you Mixed Abusive User Added
@CapoDaAssHole @Alejandro_Bihhh lmaooo niggas ain't but hoes is I think I'm winning 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