Github user dbtsai commented on a diff in the pull request:
https://github.com/apache/spark/pull/7080#discussion_r33752237
--- Diff:
mllib/src/test/scala/org/apache/spark/ml/classification/LogisticRegressionSuite.scala
---
@@ -292,20 +317,51 @@ class LogisticRegressionSuite extends SparkFunSuite
with MLlibTestSparkContext {
* data.V4 -0.04325749
* data.V5 -0.02481551
*/
- val interceptR = -0.05627428
- val weightsR = Array(0.0, 0.0, -0.04325749, -0.02481551)
-
- assert(model.intercept ~== interceptR relTol 1E-2)
- assert(model.weights(0) ~== weightsR(0) relTol 1E-3)
- assert(model.weights(1) ~== weightsR(1) relTol 1E-3)
- assert(model.weights(2) ~== weightsR(2) relTol 1E-2)
- assert(model.weights(3) ~== weightsR(3) relTol 2E-2)
+ val interceptR1 = -0.05627428
+ val weightsR1 = Array(0.0, 0.0, -0.04325749, -0.02481551)
+
+ assert(model1.intercept ~== interceptR1 relTol 1E-2)
+ assert(model1.weights(0) ~== weightsR1(0) absTol 1E-3)
+ assert(model1.weights(1) ~== weightsR1(1) absTol 1E-3)
+ assert(model1.weights(2) ~== weightsR1(2) relTol 1E-2)
+ assert(model1.weights(3) ~== weightsR1(3) relTol 2E-2)
+
+ /**
+ * Using the following R code to load the data and train the model
using glmnet package.
--- End diff --
well. this is big conflict. will update soon.
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