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
omg RT @SaddyBey: Fat bitch. What's her @? http://t.co/ptNszx6nid Mixed Hate Speech User Added
omfg RT @DFkinLopes: Your feet bitch RT @NIPSLlP Whisper something dirty in my ear 😋 http://t.co/xrIykfgg3Q Mixed Abusive User Added
old fellas water froze in that funeral home. he got it unthawed and wants me to help get his pump going again, that place spooks me man..boo Mixed Safe User Added
okc nigguh Mixed Abusive User Added
okay but how many people really care if you can see a girls nips through her shirt Mixed Abusive User Added
okay bitch listen up this is important ,,,,,,,, ((ur eyebrows should not be a centimeter apart)) !!!! Mixed Abusive User Added
oh.... Trash you say... This trash gonna keep driving thru ky.. “@corey_emanuel: @LifeAsKing she's trash. Just gotta ignore her.” Mixed Abusive User Added
oh well. he's a fag anyways. Mixed Hate Speech User Added
oh damn dis bitch found out her baby dead and now she's gonna torture the murderer lmao how fun Mixed Abusive User Added
ofcourse when someone asks what else to eat, jackass over here goes "brownies" BIG surprise here... #dingbat Mixed Abusive User Added
of course @pbebt killed it!! Me and my sis @msblaqstallion rocked that bitch hard!! Sadity Committee!! Mixed Abusive User Added
o yea!!! liking the yellow:) http://t.co/2wj4wdd0 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