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
Even they know you my bitch Mixed Abusive User Added
Even these pretty bitches mad self conscious, if that Instagram pic don't get enuff love it gets #takendown Mixed Abusive User Added
Even the young kardashians are hoes lol Mixed Abusive User Added
Even the birds think this waking up early thing is bunk. http://t.co/bqWlz5MBso Mixed Safe User Added
Even my moms knows I don't fuck with ghetto people Mixed Abusive User Added
Even liberals are humiliated by Charlie Rangel’s claim the GOP backs slavery - Hot Air http://t.co/I4QawESnud Mixed Safe User Added
Even gtta AK sittn at my bitch house Mixed Abusive User Added
Even bitches with bad attitudes bumpin to our tunes.. They high maintenance. Mixed Abusive User Added
Even Humming birds like the stuff http://t.co/W7OHSCbg3L Mixed Safe User Added
Evan. 😂😂😂😩😩😩😭😭 RT @EvanAtYaNeck: Buy me polo I will eat your pussy till the receipt expire Mixed Abusive User Added
Evan Williams wit me, we find a bitch; have a minaj http://t.co/VRTG3DTNxc Mixed Abusive User Added
Europeans taste-test America's most white trash snacks via @sohostyle http://t.co/TN2M01A1IQ 🍟This is hilarious! #foodie-ish 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