Results for Bag of SIFT with Support Vector Machine


Accuracy (mean of diagonal of confusion matrix) is 0.666

Category name Accuracy Sample training images Sample true positives False positives with true label False negatives with wrong predicted label
Kitchen 0.450
Office

Office

Store

Industrial
Store 0.560
InsideCity

Kitchen

Industrial

LivingRoom
Bedroom 0.610
Office

Kitchen

LivingRoom

LivingRoom
LivingRoom 0.440
Suburb

Kitchen

Bedroom

Bedroom
Office 0.760
TallBuilding

Bedroom

Kitchen

LivingRoom
Industrial 0.560
Kitchen

InsideCity

InsideCity

LivingRoom
Suburb 0.920
Forest

OpenCountry

InsideCity

LivingRoom
InsideCity 0.540
TallBuilding

Street

Bedroom

Office
TallBuilding 0.670
Bedroom

Street

LivingRoom

Store
Street 0.640
Industrial

Mountain

InsideCity

InsideCity
Highway 0.820
Store

OpenCountry

OpenCountry

OpenCountry
OpenCountry 0.620
Coast

Highway

Highway

Coast
Coast 0.710
InsideCity

OpenCountry

InsideCity

Industrial
Mountain 0.770
Forest

Store

Bedroom

Forest
Forest 0.920
TallBuilding

Store

Mountain

Mountain
Category name Accuracy Sample training images Sample true positives False positives with true label False negatives with wrong predicted label