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
@FzRodl exception for Gilda Radner that bitch was funny Mixed Abusive User Added
@FvckMike_ bro this bitch really stood there and was like you gonna give me my penny? Mixed Abusive User Added
@FvckMike_ I was bout to smack a bitch. Mixed Abusive User Added
@FusionRocks @jumabr I likes me dem Mexican hoes. Day suck me off for 5 dollas Mixed Abusive User Added
@Furrystoat For the record #NoHomo but don't care who is unless I gotta see it.. same with every sexuality even birds, dogs.. what not. Mixed Safe User Added
@FunnyPicsDepot he's a greaser Mixed Safe User Added
@Fulf_ShawnFulf peckerwood Mixed Abusive User Added
@FukknTyler u a bitch in niggas clothing shut yo ass up 😂😂😂😂😂 Mixed Abusive User Added
@FukknTyler nigga I talk shit period this ain't nun new white bitch we go threw this every damn day 😂😂 Mixed Abusive User Added
@FukknTyler I ain't light skin nigga I'm even colored lmao Mixed Abusive User Added
@Fugazi3011 "leave you beaner retard" Mixed Hate Speech User Added
@FuckingCashBro you’re a little bitch x2 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