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
@JamesdaJewison <<BEST NAME ON TWITTER EVER!! AKA; Jewbacca<<SECOND BEST NAME ON TWITTER!! Mixed Safe User Added
@JamesOKeefeIII @jdhayworth James, nobody (save a couple illiterate, inbred teabagger morons) gives a flying fuck about your "revelations." Mixed Abusive User Added
@Jalenhendricks4 hoes saying "eyebrows on fleek" .. Search it on twitter Mixed Abusive User Added
@JalenDGAF @CourtniClark 🔴⚫️🔴⚫️🔴⚫️ no pressure hoe Mixed Abusive User Added
@JaiBrooks1 ur brother looks so queer and ugly Mixed Hate Speech User Added
@JaiBrooks1 ugly goldigging cunt u probably have an uncircumcised penis faggot Mixed Abusive User Added
@JaiBrooks1 not funny u faggot Mixed Hate Speech User Added
@JaiBrooks1 faggot Mixed Hate Speech User Added
@JadeGreenleaf fag Mixed Hate Speech User Added
@JadeGreenleaf @DailySexSupply am i really a fag if I'm liking that video Mixed Abusive User Added
@JacsonBevens @markkiszla absolutely retarded article http://t.co/3hSVTYOXFf Mixed Abusive User Added
@JacobbBacker you don't know shit about me faggot bitch Mixed Hate Speech 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