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
@dani_crocker There was also no need for her to be a cunt and act like she's something special. It wasn't unprovoked. Mixed Abusive User Added
@dan1ellep she going full retard right now smh Mixed Abusive User Added
@dan1ellep And they’re retarded as fuck in general with their “insults”. Hope they fall off with AW, but the CSGO scene is growing so IDK. Mixed Abusive User Added
@damnit_mannn @RoJustDGAF not over no twitter shit. Plus youre a female. You letting a dumb sloppy body ignorant bitch speak for 13k people Mixed Abusive User Added
@dalmesquita13 you to bitch! Mixed Abusive User Added
@daisymcgarr My knee won't let me wander around much so I just make a few trips and look at the fat girls-- redneck porn--Wal-Mart Mixed Abusive User Added
@daishialopez how could you say such a thing woman?! You have two functioning chest tables to hold your peanut butter and crackers! Mixed Safe User Added
@daijahshardaee yess bitch cuts, colors, and curls ha self. Mixed Abusive User Added
@daggerbyte @MichaelSmartGuy @spacej_me @pizzahut Given the rickety slant of that roof I'd say more like Pizza Shanty Mixed Safe User Added
@dablueprint fuck no she dont let nobody hit that pussy either I know it's firm Mixed Abusive User Added
@dabbba @Pinchehonkey Far as I can tell coon tracks on the cab door window - tractor was parked by some trees away from home Mixed Safe User Added
@d6_9b idk... It's trash though! 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