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
Work right now is bitch Mixed Abusive User Added
Work out hoe http://t.co/zOLMGuj5HK Mixed Abusive User Added
Work is such a bitch right now Mixed Abusive User Added
Work be having a bitch enervated and shit. Mixed Abusive User Added
Work ,nigga fuck work!! It's Friday bitches, fuck Friday!! All about Saturday !!! Tomorrow will be epic!! Mixed Abusive User Added
Words for my single niggaz out here! too many bad bitches better than the last so never sweat a chick man they confused and that's ok. Mixed Abusive User Added
Word... But what r Dms? RT @BakeGriffin A twitter crush is some bitch shit. Man up & enter her Dm's bruh Mixed Abusive User Added
Word up doe! GM RT @shik702 Good morning....it's a celebration bitches! Mixed Abusive User Added
Word to my bird! http://plixi.com/p/60040730 Mixed Safe User Added
Word to Ray Rice RT “@WinningAssNick: if I marry you ain't gone be no divorces bitch. only way outta this is in a box or in handcuffs.” Mixed Abusive User Added
Word RT @Maxin_Betha: And pussy RT @HumbltonBanks And snacks RT @Aerin_Marie: Ladies, keep beer (cont) http://t.co/ssb5ERhd Mixed Abusive User Added
Woot! RT @Yankees: #Yankees completed their sixth series sweep of the season and fourth at home. 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