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run testes on assessments predictions pipeline

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kowshik
2024-09-12 00:01:03 +00:00
parent 007c0d81dc
commit 24823432b3
14 changed files with 254 additions and 16 deletions
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notebooks/data/processed/assessment_prediction/testid/output.csv
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open_items,red_flags,num_employees,duration,assessment_type_biweekly,assessment_type_quarterly,assessment_type_weekly,open_items_assessment_type_weekly_lag_1,open_items_assessment_type_biweekly_lag_1,open_items_assessment_type_quarterly_lag_1,open_items_weekly_ma_3,open_items_biweekly_ma_3,open_items_quarterly_ma_3,percentage_change_open_items
10,2,30,1,0,0,1,0.0,0.0,0.0,10.0,0.0,0.0,0.0
12,1,25,1,1,0,0,10.0,0.0,0.0,10.0,12.0,0.0,19.999999999999996
11,3,28,1,0,1,0,0.0,12.0,0.0,10.0,12.0,11.0,-8.333333333333337
9,1,30,1,0,0,1,0.0,0.0,11.0,9.0,12.0,11.0,-18.181818181818176
13,4,27,1,1,0,0,9.0,0.0,0.0,9.0,13.0,11.0,44.44444444444444
1 open_items red_flags num_employees duration assessment_type_biweekly assessment_type_quarterly assessment_type_weekly open_items_assessment_type_weekly_lag_1 open_items_assessment_type_biweekly_lag_1 open_items_assessment_type_quarterly_lag_1 open_items_weekly_ma_3 open_items_biweekly_ma_3 open_items_quarterly_ma_3 percentage_change_open_items
2 10 2 30 1 0 0 1 0.0 0.0 0.0 10.0 0.0 0.0 0.0
3 12 1 25 1 1 0 0 10.0 0.0 0.0 10.0 12.0 0.0 19.999999999999996
4 11 3 28 1 0 1 0 0.0 12.0 0.0 10.0 12.0 11.0 -8.333333333333337
5 9 1 30 1 0 0 1 0.0 0.0 11.0 9.0 12.0 11.0 -18.181818181818176
6 13 4 27 1 1 0 0 9.0 0.0 0.0 9.0 13.0 11.0 44.44444444444444
notebooks/models/assessment_prediction/testid/testid_latest_data.csv
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open_items,red_flags,num_employees,duration,assessment_type_biweekly,assessment_type_quarterly,assessment_type_weekly,open_items_assessment_type_weekly_lag_1,open_items_assessment_type_biweekly_lag_1,open_items_assessment_type_quarterly_lag_1,open_items_weekly_ma_3,open_items_biweekly_ma_3,open_items_quarterly_ma_3,percentage_change_open_items
13,4,27,1,1,0,0,9.0,0.0,0.0,9.0,13.0,11.0,44.44444444444444
1 open_items red_flags num_employees duration assessment_type_biweekly assessment_type_quarterly assessment_type_weekly open_items_assessment_type_weekly_lag_1 open_items_assessment_type_biweekly_lag_1 open_items_assessment_type_quarterly_lag_1 open_items_weekly_ma_3 open_items_biweekly_ma_3 open_items_quarterly_ma_3 percentage_change_open_items
2 13 4 27 1 1 0 0 9.0 0.0 0.0 9.0 13.0 11.0 44.44444444444444
notebooks/models/assessment_prediction/testid/testid_model.pkl
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