Provenance for Decision Pipeline #1

Created on: June 6, 2019, 1:07 p.m.

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G n1 loan:staff/259 b2 n1->b2 actedOnBehalfOf ann1 prov:type ln:DataEngineer prov:type prov:Person ann1->n1 n2 loan:institution ann2 prov:type ln:CreditProvider prov:type prov:Organization ann2->n2 n3 loan:staff/37 b1 n3->b1 actedOnBehalfOf ann3 prov:type ln:Manager prov:type prov:Person ann3->n3 n4 ex:ml/preprocessing/1558649326 n16 file:loans_filtered.xz n4->n16 used b6 n4->b6 wasAssociatedWith ann4 prov:startTime 2019-05-23T23:28:41.661000+00:00 prov:endTime 2019-05-23T23:31:46.482000+00:00 prov:type pl:TransformingData ann4->n4 n5 ex:ml/splitting/1558649326 n14 file:loans_processed.xz n5->n14 used b7 n5->b7 wasAssociatedWith ann5 prov:startTime 2019-05-23T23:31:46.564000+00:00 prov:endTime 2019-05-23T23:33:58.062000+00:00 prov:type pl:SplittingTestData ann5->n5 n6 ex:ml/validating/1558649326 n10 py:1558649326/5011959424 n6->n10 used n15 file:loans_test.xz n6->n15 used b5 n6->b5 wasAssociatedWith ann6 prov:startTime 2019-05-23T23:34:13.861000+00:00 prov:endTime 2019-05-23T23:34:14.117000+00:00 prov:type pl:AssessingPerformance ann6->n6 n7 ex:ml/training/1558649326 n18 file:loans_train.xz n7->n18 used b4 n7->b4 wasAssociatedWith ann7 prov:startTime 2019-05-23T23:33:58.146000+00:00 prov:endTime 2019-05-23T23:34:13.861000+00:00 prov:type pl:FittingData ann7->n7 n8 ex:ml/filtering/1558649326 n12 file:lending-club/accepted_2007_to_2018Q4.csv.gz n8->n12 used b8 n8->b8 wasAssociatedWith ann8 prov:startTime 2019-05-23T23:26:10.789000+00:00 prov:endTime 2019-05-23T23:28:41.553000+00:00 prov:type pl:SelectingData ann8->n8 n9 ex:ml/approving/1558649326 n17 py:1558649326/4890465504 n9->n17 used b3 n9->b3 wasAssociatedWith ann9 prov:startTime 2019-05-23T23:34:14.118000+00:00 prov:endTime 2019-05-23T23:34:14.814000+00:00 prov:type pl:ApprovingPipeline ann9->n9 n10->n1 wasAttributedTo n10->n7 wasGeneratedBy b13 n10->b13 wasDerivedFrom ann10 prov:type sk:pipeline.Pipeline ann10->n10 n11 loan:records/1558649326 n11->n3 wasAttributedTo n11->n9 wasGeneratedBy b17 n11->b17 wasDerivedFrom ann11 prov:type ln:ApprovalRecord ln:pipeline loan:pipeline/1 ln:signature 1d4bf23facda94ed4a36164da7304978f49ef3946fec5aae2a84a41213b360b4 ann11->n11 ann12 prov:type ln:File ln:created_at 2019-04-10T18:09:22 ln:filesize 392582231 ln:n_cols 151 ln:n_rows 2260701 ln:sha256 55c16f75120f897683f02e7aabcf080d0e4a20c4832feb1d592cfa941bd62a2d ann12->n12 n13 loan:pipeline/1 n13->n9 wasGeneratedBy b16 n13->b16 wasDerivedFrom ann13 prov:type ln:ApprovedPipeline prov:type sk:pipeline.Pipeline ln:created_at 2019-05-08T17:45:11 ann13->n13 n14->n1 wasAttributedTo n14->n4 wasGeneratedBy b10 n14->b10 wasDerivedFrom ann14 prov:type ln:File ln:created_at 2019-05-10T14:07:47 ln:filesize 28629948 ln:n_cols 123 ln:n_rows 1345310 ln:sha256 4fee5d5540febf24f3efd775d1881cdf8084c2c033cb97af7dd60a276a897f7c ann14->n14 n15->n1 wasAttributedTo n15->n5 wasGeneratedBy b12 n15->b12 wasDerivedFrom ann15 prov:type ln:File ln:created_at 2019-05-08T22:16:29 ln:filesize 3453568 ln:n_cols 123 ln:n_rows 149486 ln:sha256 d3295bdf86f226bf713420155626eff670ed3a26b1cc5e60419fb12cbb025798 ann15->n15 n16->n1 wasAttributedTo n16->n8 wasGeneratedBy b9 n16->b9 wasDerivedFrom ann16 prov:type ln:File ln:created_at 2019-05-10T18:29:14.694384 ln:filesize 36506212 ln:n_cols 31 ln:n_rows 1345310 ln:sha256 b7d1e66bba8479bed23b75e84c1551b5a2322d194c3a4c2f6a5b40697b7e16f1 ann16->n16 n17->n6 wasGeneratedBy b14 n17->b14 wasDerivedFrom b15 n17->b15 wasDerivedFrom ann17 prov:type pl:AccuracyScore prov:value "0.795794" %% xsd:float ann17->n17 n18->n1 wasAttributedTo n18->n5 wasGeneratedBy b11 n18->b11 wasDerivedFrom ann18 prov:type ln:File ln:created_at 2019-05-08T22:16:12 ln:filesize 25471436 ln:n_cols 123 ln:n_rows 1195824 ln:sha256 414cbd79d8fd93d316a97521a5903bd4f5ee8b9e024e3116bb1fb7acdb591b57 ann18->n18 b1->n2 b2->n2 b3->n3 b4->n1 b5->n1 b6->n1 b7->n1 b8->n1 b9->n12 b10->n16 b11->n16 b12->n16 b13->n18 b14->n15 b15->n10 b16->n10 b17->n17