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
Nothing worse than a baby bitch pussy. Go fly a kite Mixed Abusive User Added
Nothing says teabagger like a millionaire complaining that they are broke, huh #HillaryClinton? #Hillary2016, give me a break, lol. #p2 Mixed Safe User Added
Nothing more yokel MSU fan than to constantly reassess Izzo *aka our only consistent winner since D. Daugherty or Biggie flipping Munn* Mixed Safe User Added
Nothing is too spicy. And if it is, 1) stop being a fucking bitch 2) eat more of it 3) cry you fucking pussy Mixed Abusive User Added
Nothing good on TV and the @Yankees are eating their balls 3 innings in. Great. Mixed Safe User Added
Note: Khorasan is the old Arabic name for parts of Iran, Afghanistan. Not an invention of modern Jihadis. #justsayin Mixed Safe User Added
Note the rocketeer removes cardboard from launcher and carries it to a trash bin before fleeing. #TidyTerrorist http://t.co/sb3U1XpeG4 Mixed Safe User Added
Not ya grandma brownies, wink wink http://t.co/pZPI8RUQ4F Mixed Safe User Added
Not trying to follow any spooks, no offense ... Mixed Hate Speech User Added
Not true RT @_Kimchanel_: Every man has hoes #bye Mixed Abusive User Added
Not trash, just plain as fuck for $225. And come on, no elephant print on a 3? Mixed Abusive User Added
Not to sound like a total bitch but I'm tired of peoples kids and the back to school pics😒 we ain't post pics on the back to college day 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