homo_secureboost_testsuite.json 6.0 KB

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  1. {
  2. "data": [
  3. {
  4. "file": "examples/data/breast_homo_guest.csv",
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  7. "table_name": "breast_homo_guest",
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  11. {
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  15. "table_name": "breast_homo_host",
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  23. "table_name": "breast_homo_test",
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  27. {
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  31. "table_name": "breast_homo_test",
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  35. {
  36. "file": "examples/data/vehicle_scale_homo_guest.csv",
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  39. "table_name": "vehicle_scale_homo_guest",
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  43. {
  44. "file": "examples/data/vehicle_scale_homo_host.csv",
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  46. "partition": 4,
  47. "table_name": "vehicle_scale_homo_host",
  48. "namespace": "experiment",
  49. "role": "host_0"
  50. },
  51. {
  52. "file": "examples/data/vehicle_scale_homo_test.csv",
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  54. "partition": 4,
  55. "table_name": "vehicle_scale_homo_test",
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  59. {
  60. "file": "examples/data/vehicle_scale_homo_test.csv",
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  63. "table_name": "vehicle_scale_homo_test",
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  67. {
  68. "file": "examples/data/student_homo_guest.csv",
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  83. {
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  87. "table_name": "student_homo_test",
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  91. {
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  95. "table_name": "student_homo_test",
  96. "namespace": "experiment",
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  99. {
  100. "file": "examples/data/ionosphere_scale_hetero_guest.csv",
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  103. "table_name": "ionosphere_scale_guest",
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  107. {
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  111. "table_name": "ionosphere_scale_host",
  112. "namespace": "experiment",
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  115. {
  116. "file": "examples/data/default_credit_homo_guest.csv",
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  119. "table_name": "default_credit_guest",
  120. "namespace": "experiment",
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  122. },
  123. {
  124. "file": "examples/data/default_credit_homo_host_1.csv",
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  127. "table_name": "default_credit_host1",
  128. "namespace": "experiment",
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  131. {
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  134. "partition": 4,
  135. "table_name": "default_credit_host2",
  136. "namespace": "experiment",
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  139. {
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  143. "table_name": "default_credit_test",
  144. "namespace": "experiment",
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  147. {
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  163. ],
  164. "pipeline_tasks": {
  165. "train_binary": {
  166. "script": "./pipeline-homo-sbt-binary.py"
  167. },
  168. "train_binary_in_memory_backend": {
  169. "script": "./pipeline-homo-sbt-binary-with-memory-backend.py"
  170. },
  171. "train_binary_predict": {
  172. "script": "./pipeline-homo-sbt-binary-with-predict.py"
  173. },
  174. "train_multi": {
  175. "script": "./pipeline-homo-sbt-multi.py"
  176. },
  177. "train_regression": {
  178. "script": "./pipeline-homo-sbt-regression.py"
  179. },
  180. "train_binary_with_missing_value": {
  181. "script": "./pipeline-homo-sbt-binary-with-missing-value.py"
  182. },
  183. "train_multi_host": {
  184. "script": "./pipeline-homo-sbt-binary-multi-host.py"
  185. },
  186. "cv_binary": {
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  188. },
  189. "cv_multi": {
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  191. },
  192. "cv_regression": {
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  194. }
  195. }
  196. }