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
@finnj97 bitches Mixed Abusive User Added
@finnj97 @estellerbabe_96 just admit you started the shit by calling her out, and that you're being a bitch, and we'll all move on 💁 Mixed Abusive User Added
@feverspell @NYRKelsMads I'll do it! @1dgroupiegossip In the UK, "Fag" means cigarette and a "faggot" is a bundle of sticks, you homo. Mixed Hate Speech User Added
@fennecuskitsune you've got no sole Mixed Safe User Added
@femalejokerhoee yeah he sucks just like the other fags who are... oh nevermind there are NO fags in the #NFL Mixed Hate Speech User Added
@felipefrost23 you can be whatever you want since you aren't a lying ass bitch ass childish ass mother fucker Mixed Abusive User Added
@felicity182 i think u need a massage or a pussy in your mouth to make u feel less stressed out don't u think? Mixed Abusive User Added
@felicity182 a pussy in ur mouth is a really good stress reliever doctors recommend Mixed Abusive User Added
@feliciawolfee thanks hoe😊 Mixed Abusive User Added
@fawfulfan @BigKahuna919191 @alfranken birds of a feather. go away Mixed Safe User Added
@fangsbites @the506 Huge Yankee fan....enjoy http://t.co/tKM8l9Ty Mixed Safe User Added
@fallenloki @NotoriousBM95 @Buckm00se lmfaooo how many "returns" has this faggot gotten? 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