--- a
+++ b/bin/metrics/test/test.lua
@@ -0,0 +1,35 @@
+require 'torch'
+metrics = require 'metrics'
+gfx = require 'gfx.js'
+
+resp = torch.DoubleTensor { -0.9, -0.8, -0.8, -0.5, -0.1, 0.0, 0.2, 0.2, 0.51, 0.74, 0.89}
+labels = torch.IntTensor  {   -1,   -1,    1,   -1,   -1,   1,   1,  -1,   -1,    1,    1}
+
+roc_points, thresholds = metrics.roc.points(resp, labels)
+area = metrics.roc.area(roc_points)
+
+assert(area >=0.7 and area <= 0.75, "unexpected area under ROC")
+
+print(roc_points)
+print(thresholds)
+print(area)
+
+gfx.chart(roc_points)
+
+
+resp = torch.load('resp_1.dat')
+labels = torch.load('labels.dat')
+
+roc_points, thresholds = metrics.roc.points(resp, labels)
+area = metrics.roc.area(roc_points)
+
+assert(area >=0.49 and area <= 0.51, "unexpected area under ROC")
+
+--print(roc_points)
+print(area)
+
+gfx.chart(roc_points)
+
+
+
+