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 @jogonzalez_23: “@shinglewarf: #single http://t.co/zLzg6sjBbh” NOOO "my nuts bitch" 😂😩😩😩😩😩 | Mixed | Abusive | User Added |
| RT @joerogan: Dear everyone using "natural" deodorant, it's not working, you stinky bitch. | Mixed | Abusive | User Added |
| RT @jm_wags: Well I play flappy bird now and I don't know why | Mixed | Safe | User Added |
| RT @jjauthor: US ghettos-driven by liberal ideology; forged by unions & bankrupted by self-serving Dems catering to parasites!#tcot http://… | Mixed | Hate Speech | User Added |
| RT @jjauthor: US ghettos-driven by liberal ideology; forged by unions & bankrupted by self-serving Dems catering 2parasites! #tcot http://t… | Mixed | Safe | User Added |
| RT @jjauthor: US ghettos-driven by lib ideology;forged by unions&bankrupted by self-serving Ds catering 2parasites! #tcot http://t.co/Ee2L5… | Mixed | Abusive | User Added |
| RT @jimmerfredette: I hope the Yankees game doesn't get rained out tonight. It's going to be a special atmosphere and game. Jeter deser… | Mixed | Safe | User Added |
| RT @jimjefferies: When People write a review of my comedy that starts with "I'm not easily offended, but this was just not funny" that cunt… | Mixed | Abusive | User Added |
| RT @jimjefferies: I'm never watching brave heart again! You cunts don't want freedom | Mixed | Abusive | User Added |
| RT @jillxoxo12: anxiety is such a cunt | Mixed | Abusive | User Added |
| RT @jgalt666: Don't let a crisis go to waste.Dems Exploiting Ebola to trash Repubs opposed to Obama’s choice for Surgeon Gen, http://t.co/… | Mixed | Safe | User Added |
| RT @jfkirtley: Reds haven't lost a series at Yankee Stadium since 1961 World Series #76 #08 #12 | Mixed | Safe | 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