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
@Twan_Bradley22 @RoniqueRaw32 that was no accident lmfao these hoes trynna be lowkey slick... Mixed Abusive User Added
@TurdJerguson @Liquorface Yup! And now we pickin you white bitches bare like a chicken leg Mixed Abusive User Added
@TryHardSilva thisty hoe Mixed Abusive User Added
@TryHardAlby looks like you're gonna blow someone fag Mixed Abusive User Added
@TryHardAlby it is bitch Mixed Abusive User Added
@TruthandFashion nothing says fashion like a cunt hat.... Mixed Abusive User Added
@TrustNunBut100s aight bet we in that bitch too Mixed Abusive User Added
@TrueNovacane they not gonn comment cause they in the closet hoes lol! #Team #Getchoassoutdatcloset lol Mixed Abusive User Added
@TrueEnoughEhh lol 100, it had to be one of my old bitches 😒 Mixed Abusive User Added
@TroyAikman shut yo hoe ass up Mixed Abusive User Added
@Tristine214 I tried one of them pom pomegranate juices n I swear it tasted like flavored piss.........dont ask lol Mixed Abusive User Added
@Tristine214 I swear des hoes just making up challenges now 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