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
@sippey That's where birds came from. Mixed Safe User Added
@simonslives @recordstoreday cheers dude might nip to town for #TheEditors #Vinyl ;-) #MusicMatters Mixed Safe User Added
@simons_lives keep in shape for the ski slopes Mixed Safe User Added
@shyhoof @umbralfox @Feyote Lamashtu has some great orgies but is a total bitch. lol : P Mixed Abusive User Added
@shrekkalove You speak colored too? I thinks I be in love Mixed Safe User Added
@showtimemajed @mauroranallo @joerogan Either trolling or retarded. Mixed Abusive User Added
@shoe1945 @NotoriousBM95 @333England shut ur faggot ass up you thirsty pussy Mixed Abusive User Added
@sho_time_ @MitchVorce chill ur pussy gay af Mixed Hate Speech User Added
@shmapplemen haha yeah it's just gonna be a bitch going btw there and Illinois on leave mannn. I'm stoked they are tho Mixed Abusive User Added
@shitballshonkey try me bitch boy Mixed Abusive User Added
@shik702 @DOP3Sweet @OhK_KoKo lol I talked to a lady who said having a clean shaven vagina at a Doc visit comes off as hoe-ish! She was old Mixed Abusive User Added
@sheisdope_ Like ion care how “that bitch susie from work broke up with her man and she was tellin me the whole story” blah blah blah 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