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
@OprahSideNigga @95ToInfinite exotic bitches do exotic things these hoes aint loyal Mixed Abusive User Added
@OpalRose4UrSoul @duckydynamo @TreThreat it's a band negro Mixed Abusive User Added
@OnlyHipHopFacts "don't get head from hoes with overbites" @ScHoolBoyQ Mixed Abusive User Added
@On_Point_Prg another keyboard commando in real life you hide like a little bitch Mixed Abusive User Added
@On_Point_Prg @WendyDavisTexas @GregAbbott_TX boy talk about a,special kind of stupid far left is a under statement down retarded Mixed Abusive User Added
@On_Point_Prg @Fempop @WendyDavisTexas Did you take a picture of your pussy I hope you super sized it because it's huge grand canyon size Mixed Abusive User Added
@OnThisCloud_9 fuck you bitch Mixed Abusive User Added
@Omgitstamz this ho Korina is craycray. Mixed Abusive User Added
@OliviaLuu3 Calm down you little Asian lol just go flip a bitch! Mixed Abusive User Added
@OleanderPlume But no joke I will say NO IT IS NOT an Oleander and wife will say Son of a bitch.. Ron, yes the hell it is get out your book Mixed Abusive User Added
@Ole_Boy @m10eezy yes I'm white washed because I don't go around repping my hood and saying a bunch of ignorant nig terms. Mixed Hate Speech User Added
@OldManRo you should check it out... it aint animated and has Charlie Murphy in it 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