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
All these break ups gon be a crazy hoe free agency this summer #DOYOURGOOGLES Mixed Abusive User Added
All these bitches want love from scrappy . Mixed Abusive User Added
All these bitches wanna fuck on a thug Mixed Abusive User Added
All these bitches wanna be like Kim K and fuck their way into being rich but it don't work like that. Get a degree & work a desk job you hoe Mixed Abusive User Added
All these bitches talk shit that's why bust em in they shit Mixed Abusive User Added
All these bitches love Mosa sippin on the coca Mixed Abusive User Added
All these bitches know that you're my nigga 👋 Mixed Abusive User Added
All these bitches & niggas be Trippin offa what type of relationship me & duddy got like we not fuccing no more & we not dating. Mixed Abusive User Added
All these afternoon groups are trash besides the Bubba, Keegs and Furyk group #TheMemorialTournament Mixed Safe User Added
All these Hoes fuckin ! But they don't wanna seem like a hoe you gotta hit them ona D LO ! Mixed Abusive User Added
All these 4/20 tweets are retarded most of these nig nogs haven't even smoke a blúnt ever Mixed Abusive User Added
All them hoes crazy RT @Mr_NiceeeGuy: Thick thighs, 💦 skinny waist, 🙏 and natural beauty face 💕 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