diff --git a/graph/src/test/scala/org/apache/spark/graph/algorithms/SvdppSuite.scala b/graph/src/test/scala/org/apache/spark/graph/algorithms/SvdppSuite.scala index 4ea675c2dc..46dee4e9a0 100644 --- a/graph/src/test/scala/org/apache/spark/graph/algorithms/SvdppSuite.scala +++ b/graph/src/test/scala/org/apache/spark/graph/algorithms/SvdppSuite.scala @@ -13,12 +13,13 @@ class SvdppSuite extends FunSuite with LocalSparkContext { test("Test SVD++ with mean square error on training set") { withSpark { sc => - val SvdppErr = 0.01 + val SvdppErr = 0.2 val edges = sc.textFile("mllib/data/als/test.data").map { line => val fields = line.split(",") Edge(fields(0).toLong * 2, fields(1).toLong * 2 + 1, fields(2).toDouble) } - val graph = Svdpp.run(edges) + val conf = new SvdppConf(10, 2, 0.0, 5.0, 0.007, 0.007, 0.005, 0.015) + val graph = Svdpp.run(edges, conf) val err = graph.vertices.collect.map{ case (vid, vd) => if (vid % 2 == 1) { vd.norm } else { 0.0 } }.reduce(_ + _) / graph.triplets.collect.size