summaryrefslogtreecommitdiff
path: root/macros/evaluate.sci
diff options
context:
space:
mode:
authorshamikam2017-01-16 02:56:17 +0530
committershamikam2017-01-16 02:56:17 +0530
commita6df67e8bcd5159cde27556f4f6a315f8dc2215f (patch)
treee806e966b06a53388fb300d89534354b222c2cad /macros/evaluate.sci
downloadFOSSEE_Image_Processing_Toolbox-master.tar.gz
FOSSEE_Image_Processing_Toolbox-master.tar.bz2
FOSSEE_Image_Processing_Toolbox-master.zip
First CommitHEADmaster
Diffstat (limited to 'macros/evaluate.sci')
-rw-r--r--macros/evaluate.sci31
1 files changed, 31 insertions, 0 deletions
diff --git a/macros/evaluate.sci b/macros/evaluate.sci
new file mode 100644
index 0000000..9ab7d28
--- /dev/null
+++ b/macros/evaluate.sci
@@ -0,0 +1,31 @@
+function confMat = evaluate(classifier, imageSet)
+// This function is used to evaluate an image classifier.
+//
+// Calling Sequence
+// confMat = evaluate(classifier, imgSet)
+//
+// Parameters
+// confMat: Confusion matrix as a result of the evaluation
+// classifier: Image category classifer
+// imgSet: An imageSet struct to be evaluated
+//
+// Description
+// This function evaluates an image category classifier on an input image set.
+//
+// Examples
+// imgSet = imageSet(directory,'recursive');
+// [trainingSet testSet] = partition(imgSet,[0.8]);
+// bag = bagOfFeatures(trainingSet);
+// categoryClassifier = trainImageCategoryClassifier(trainingSet, bag);
+// confMatrix = evaluate(categoryClassifer, testSet);
+//
+// Authors
+// Rohit Suri
+// Umang Agrawal
+
+ classifier_list = classifierToList(classifier)
+ imageSet_list = imageSetToList(imageSet)
+
+ confMat = opencv_evaluate(classifier_list, imageSet_list)
+
+endfunction