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
Made one of my all time favorites look like a bitch on the grandest stage of em all Mixed Abusive User Added
Made it to the World Series. Ned Yost out here fucking everybody bitch on the low. Mixed Abusive User Added
Mad that it's a pussy gym and full of fuck people Mixed Abusive User Added
Mad respect to Affleck for refusing to wear a Yankees cap, though as a Sox fan wearing a Mets cap probably irritated him too. Mixed Safe User Added
Mace For Your Wife, Charlie Brown? #rejectedpeanutsspecials Mixed Safe User Added
Macc & Cheese Maccin these bitches & Makin my Cheese😂😭😂 Mixed Abusive User Added
Ma bottom bitch cotton pick if I tell her too , she give me money all yo hoe give you is attitude Mixed Abusive User Added
MY. NIGGA!! RT @Lito_TheGawd: Feel good to not have no hoes. Yall can't even throw that charge my way no more. Mixed Abusive User Added
MY CHEST… RT @LILBTHEBASEDGOD: ima make a song called perez hilton and its gonabe about a gay party boy who’s a fat slut with no bitches. Mixed Abusive User Added
MURDER HER RT @RepMyCityX: When u fuck with crazy bitches shit like this happens :( Feel bad for ol boy http://t.co/IjacWo6OB8 Mixed Abusive User Added
MT: "@DocKozlowski: Ted Cruz "We are proud wacko birds". #StandWithCruz #KeepCruzing" is that a pun? Mixed Safe User Added
ME TOO!!! RT @FreeBandVersace @Miller_Hi_Life i'm finna look for tht hoe...but shiiiid...i know sumptin bout a (cont) http://tl.gd/b245js 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