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
Since you gave me the pussy that ass getting fatter Mixed Abusive User Added
Since niggaz is throwing subs on this but that same nigga lame nigga bitches was getting fucked by other… http://t.co/CCm3aoiSbP Mixed Abusive User Added
Since my girl like to argue I sent that bitch to law school Mixed Abusive User Added
Since cats lick themselves all the time, they should be great at eattin pussy Mixed Abusive User Added
Since bitches love callin me by my ex girlfriends names so much ima start callin them the names of niggas they fucked Mixed Abusive User Added
Since a youngin bitch we been them niggas Mixed Abusive User Added
Since a lot of you lil bitches wanted to add the 5h hashtag into all my tweets I'll do that shit back #vote5sos Mixed Abusive User Added
Sinai Jihadi Group Beheads 3 Accused of Being 'Spies of the Jews' http://t.co/3CDOsElI1k via @BreitbartNews Mixed Safe User Added
Simply cani deal with a confrontation so I just back away when cunts get aw nasty towards me.. Changed a lot in the past few years tbh Mixed Abusive User Added
Simple minded hoe Mixed Abusive User Added
Silly bitch shit never sleeps huh.. Mixed Abusive User Added
Sike naw I love big smelly hoes doe 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