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
Supporters of officer Darren Wilson rally in St Louis http://t.co/HtfgJJ7kYt #ferguson #kkk #tcot #tpot #teabaggers #teaparty Mixed Safe User Added
Superman your ho, eyyyy Mixed Abusive User Added
Super handsome guys can literally be broke af with no career and some horny bitch will support him into bankruptcy lol Mixed Abusive User Added
Sup bitches Mixed Abusive User Added
Sunday's are the day to chug through while everyone else around you is obsessing with what their fave football team does and fantasy league. Mixed Safe User Added
Sumn wrong wit da pussy, een tho I ain't gonn hit it Ima still make sure dat she gushy Mixed Abusive User Added
Summer time bitch, always wild http://t.co/pMorgLh2KP Mixed Abusive User Added
Summer is over, so all you half naked hoes are gonna have to find a personality now. 💁 Mixed Abusive User Added
Summer hoes turning into winter wifeys 😩 Mixed Abusive User Added
Summer hoes turn into winter wifeys Mixed Abusive User Added
Sum of y'all kno y'all be on lock but talking bout "bitch I ain't doing shit tonight ho I'm tired" 😂😭😂😭😂 http://t.co/H5P2YxSu1h Mixed Abusive User Added
Suddenlink is trash. Y'all know how important Bubble Guppies is to our day? Mixed Safe 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