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

25504 Records
Phrase Text Dialect Category Label Source
some call me the song bird of my generation Mixed Safe User Added
so. mad... We live in a world where whitey can go to jail for a word other folks wear right on their hats & tshirts. If I wore that shirt... Mixed Safe User Added
so y we ordering lunch at work to be delivered n it's like 10 ppl goin n n I'm the only one wit a card n this ho gonna say.. Mixed Abusive User Added
so whatcha say hoe you know im the hoe Mixed Abusive User Added
so uncivilized Mixed Safe User Added
so to dodge them niggas dont brag dont boast dont flash for hoes dont sag so low thats how u end uo in correctional like u answered wrong!! Mixed Abusive User Added
so quit suckin on my dick and hop your fat ass elsewhere cuz i ain't tryna fuck with your globe ass bitch got her own orbit Mixed Abusive User Added
so it turns out Hope Solo is one crazy bitch http://t.co/wlqnFDSX0a Mixed Abusive User Added
so cold ma nig Mixed Abusive User Added
snow day bitches, lyrics gettin done n bud getting smoked #snowday2014 Mixed Abusive User Added
smh RT @uglyhxes Tyga shoulda knew Blacc Chyna was a hoe when his son crip walked out her pussy. Mixed Hate Speech User Added
smh RT @_sirhampton_: That shit trash rap RT @WaymoTheGod: legend. he gonna replace cudi with joints like this http://t.co/FgAQF7Qlw3 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