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
After I say some shit I just be like " wow that was so uncalled for , you're really a bitch " 😂😂 attitude on 💯 Mixed Abusive User Added
After Deztinis session we needed this lmao Jk girl good yob lol http://t.co/3spfhBBkVD Mixed Safe User Added
After 27 weeks straight of that nigga being you MCM we get it bitch y'all fucking 😂😂😂😂 Mixed Abusive User Added
Af RT @AyeMr_Foreman: @viaNAWF @KingHorseDick nah these hoes stupid Mixed Abusive User Added
Aerin told me to leave them lightskin boys alone. Shit bitch I DID ✋😂 Mixed Abusive User Added
Add my snapchat lil bitch: TreVaughn3 Mixed Abusive User Added
Adam West? RT @share_ps4: LMAO this is trash b http://t.co/TsvuMw92HU Mixed Safe User Added
Actually I'm gonna have @debmuhfknvera train her to be a fag. Don't you dare bring a boy into my house you slut.You scissor like a good girl Mixed Abusive User Added
Actual quote from local cop - "there are too many pussies in this town". Mixed Abusive User Added
Act like I'm Casper get ghost with a bitch Mixed Abusive User Added
Acid yellow http://t.co/hkpOM1iM Mixed Safe User Added
According to my brothers iPod, its December 1969. If so, I predict that Mickey Mantle of the NY Yankees will announce his retirement March 1 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