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
Man who da fuck let this hoe in the background looking like a got damn Zebra #BETAwards Mixed Abusive User Added
Man this bitch smells like cheap lip stick Mixed Abusive User Added
Man these hoes so familiar, one minute on the team next minute they ain't witcha Mixed Abusive User Added
Man these bitches are so boring yo. Where the outgoing, fun, wild bitches at Mixed Abusive User Added
Man there's a lot of fat bitches here Mixed Abusive User Added
Man that run game ain't no hoe. Fuck Alex. don't even need his bitch ass Mixed Abusive User Added
Man that nigga Courage always bein a bitch. HIT DAT SHIT LIL NIGGA http://t.co/k3cb7YVVGY Mixed Abusive User Added
Man that bad bitches/broke niggaz tweet was a trap.I feed bullshit negativity and niggaz line up for a plate. Mixed Abusive User Added
Man talk to em RT @StraightCash08: Of course nothing is wrong with applebee’s if you like trash food. Mixed Safe User Added
Man stop acting like faggots and go for the WIN! @Kaepernick7 Mixed Abusive User Added
Man my bitch is beautiful Helen of Troy. Mixed Abusive User Added
Man it's some bad built bitches in San Antonio.....& if u can't wear a thong on the beach yo ass bet not retweet this 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