AI_BATTERY_OPTIMIZER / train (1).csv
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Training.csv
d881ec0 verified
timestamp,battery_percentage,power_usage_mw,time_remaining_min,predicted_app,confidence,brightness,fps
2025-08-28 15:45:00,63,857,117,Instagram,0.81,70,60
2025-08-28 22:15:00,23,948,-182,Gaming,0.86,55,60
2025-08-28 20:00:00,36,861,-83,WhatsApp,0.93,55,30
2025-08-28 23:45:00,15,840,-249,Instagram,0.86,75,30
2025-08-28 16:45:00,57,909,72,Chrome,0.86,65,30
2025-08-29 00:30:00,10,846,-283,YouTube,0.78,50,60
2025-08-28 19:00:00,43,927,-34,YouTube,0.73,65,60
2025-08-28 18:45:00,45,859,-21,WhatsApp,0.88,60,30
2025-08-28 20:30:00,34,874,-106,Chrome,0.81,55,60
2025-08-28 17:15:00,55,860,45,YouTube,0.87,55,30
2025-08-28 15:30:00,65,908,132,Netflix,0.82,60,30
2025-08-28 13:30:00,77,847,228,Spotify,0.69,55,60
2025-08-28 21:45:00,26,935,-161,WhatsApp,0.73,75,30
2025-08-28 14:30:00,71,861,180,YouTube,0.68,75,30
2025-08-28 13:15:00,79,852,243,Chrome,0.67,65,30
2025-08-28 14:00:00,73,927,205,Netflix,0.95,75,60
2025-08-28 22:45:00,20,941,-206,Netflix,0.83,55,30
2025-08-29 00:00:00,14,919,-261,Chrome,0.92,65,60
2025-08-29 00:15:00,12,936,-270,WhatsApp,0.95,65,60
2025-08-28 16:15:00,60,923,95,Instagram,0.91,70,30
2025-08-28 14:45:00,69,872,167,Spotify,0.77,55,30
2025-08-28 16:30:00,58,927,81,YouTube,0.74,60,30
2025-08-28 18:30:00,46,821,-6,YouTube,0.79,70,60
2025-08-28 21:00:00,31,932,-126,Chrome,0.78,70,30
2025-08-28 20:15:00,35,916,-94,Instagram,0.81,70,60
2025-08-28 12:30:00,85,839,272,Chrome,0.65,60,60
2025-08-28 23:30:00,16,827,-241,Chrome,0.92,50,30
2025-08-28 19:15:00,41,830,-46,Netflix,0.75,55,30
2025-08-28 20:45:00,32,921,-117,YouTube,0.86,60,60
2025-08-28 13:45:00,75,923,220,Chrome,0.84,55,60
2025-08-28 19:45:00,37,922,-69,YouTube,0.76,60,60
2025-08-28 15:15:00,66,883,145,Netflix,0.79,50,60
2025-08-28 21:30:00,28,907,-150,Netflix,0.68,60,60
2025-08-28 12:45:00,83,847,262,Chrome,0.69,65,30
2025-08-28 17:45:00,51,823,23,Spotify,0.66,60,30
2025-08-28 13:00:00,81,903,251,YouTube,0.79,75,30
2025-08-28 23:15:00,17,868,-228,Netflix,0.7,75,30
2025-08-28 21:15:00,30,919,-141,YouTube,0.71,75,30
2025-08-28 18:15:00,48,949,6,Gaming,0.84,55,60
2025-08-28 22:30:00,22,944,-193,WhatsApp,0.71,55,30