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 |
|---|---|---|---|
| RT @blogredmachine: I wonder if those fans in LA feel like Charlie Brown after Lucy pulls the ball away... #JoeyVotto | Mixed | Safe | User Added |
| RT @blessedarti: Y'all claim you want a good & loyal girl but keep messing with hoes like I'm confused | Mixed | Abusive | User Added |
| RT @blangblangsich: What an inconsiderate bitch | Mixed | Abusive | User Added |
| RT @blackrepublican: Spike Lee is one of those [wealthy] people he bitches about that's causing gentrification. | Mixed | Abusive | User Added |
| RT @black_taco_: Wtf is boy pussy ? Lmao you atl nigga sick | Mixed | Abusive | User Added |
| RT @bl0ndeB1tch_: Love really is blind, stupid cunt of a feeling. | Mixed | Abusive | User Added |
| RT @bjs5555: ELECT Democratic Nominee Charlie Hardy @runwithcharlie to U.S. Senate. #WY Defeat TEA Mike Enzi. #TNTweeters #CIR http://t.co… | Mixed | Safe | User Added |
| RT @bjs5555: ELECT Democratic Nominee Charlie Brown @Govcharliebrown for #Gov of #TN DEFEAT (R) Gov. Bill Haslam! @UniteBlueTN http://t.co/… | Mixed | Safe | User Added |
| RT @bjs5555: ELECT Democratic Nominee Amos Powers @Powers2014 2 #Congress #TN6 DEFEAT TEA Diane Black #Red2Blue #TNTweeters #CIR http://t.c… | Mixed | Safe | User Added |
| RT @bitterarab: Now that Halloween is fast approaching please understand this. We are a culture, not a costume to mock and ridicule! http:/… | Mixed | Safe | User Added |
| RT @bitchniggabob: If she called me ugly and started pushin me around. I'd run like a mother fucking pussy screaming for my mom to help htt… | Mixed | Abusive | User Added |
| RT @bitchdicknigga: @Tronkitty bet nigger, I'm waiting for the car keys | Mixed | Abusive | User Added |
Add Local Phrase
Batch Import CSV
CSV OnlyUpload 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