hex-1986 acceptance story

Author: radugm

qeng/.gradle/2.0/taskArtifacts/cache.properties

@@ -0,0 +1,53 @@
+tags "runit_hex_1896_glm_intercepts"
+
+"""
+This story creates the acceptance criteria for the GLM Intercept as described in HEX 1896
+"""
+
+description
+"""
+  Using prostate data set we check results from h2o.glm against glmnet
+  """
+scenario "prostate dataset compare", {
+    given "import prostate dataset"
+    when "create h2o cluster(s) with 5 nodes to run the following in parallel"
+    and "chunks:[1,2,10,100], intercept:[true, false], folds:[0,1,10,50], alpha:[0, 0.5, 1]"
+    and "we use the family in [binomial, poisson, gamma, gaussian"
+    then "coefficients are computed with less then epsilon in [0.06, 0.07, 0.08, 0.09, 0.1"
+}
+
+description
+"""
+  Using airlines data set we check results from h2o.glm against glmnet
+  """
+scenario "airlines dataset compare", {
+    given "import airlines dataset"
+    when "create h2o cluster(s) with 5 nodes to run the following in parallel"
+    and "chunks:[1,2,10,100], intercept:[true, false], folds:[0,1,10,50], alpha:[0, 0.5, 1]"
+    and "we use the family in [binomial, poisson, gamma, gaussian"
+    then "coefficients are computed with less then epsilon in [0.06, 0.07, 0.08, 0.09, 0.1"
+}
+
+description
+"""
+  Using arcene data set we check results from h2o.glm against glmnet
+  """
+scenario "arcene dataset compare", {
+    given "import arcene dataset"
+    when "create h2o cluster(s) with 5 nodes to run the following in parallel"
+    and "chunks:[1,2,10,100], intercept:[true, false], folds:[0,1,10,50], alpha:[0, 0.5, 1]"
+    and "we use the family in [binomial, poisson, gamma, gaussian"
+    then "coefficients are computed with less then epsilon in [0.06, 0.07, 0.08, 0.09, 0.1"
+}
+
+description
+"""
+  Using airlines data set we check results from h2o.glm against glmnet
+  """
+scenario "collective dataset compare", {
+    given "import collective dataset"
+    when "create h2o cluster(s) with 5 nodes to run the following in parallel"
+    and "chunks:[1,2,10,100], intercept:[true, false], folds:[0,1,10,50], alpha:[0, 0.5, 1]"
+    and "we use the family in [binomial, poisson, gamma, gaussian"
+    then "coefficients are computed with less then epsilon in [0.06, 0.07, 0.08, 0.09, 0.1"
+}