The output is shown in expanded output mode. The function has attempted to identify the best matching distribution for each partition of the data, based on each test specified in the SQL-MapReduce call. For each partition, the output shows the distribution and parameters identified by each test, and the associated p-value.
| Column Name | Value |
|---|---|
| -[ RECORD 1 ]------------- | --------------------------------------------------------------------------- |
| factory | F1 |
| product | A |
| group_size | 4000 |
| best_match_KS_top1 | GAMMA:4494.418836778631,2.2249176761705147 |
| p-value_KS_top1 | 0.921247 |
| best_match_AD_top1 | GAMMA:4494.418836778631,2.2249176761705147 |
| p-value_AD_top1 | 0.992539 |
| best_match_CHISQ_top1 | LOGNORMAL:9.210200309753418,0.014922354370355606 |
| p-value_CHISQ_top1 | 0.873597 |
| -[ RECORD 2 ]------------- | --------------------------------------------------------------------------- |
| factory | F1 |
| product | C |
| group_size | 4000 |
| best_match_KS_top1 | BETA:10,1 |
| p-value_KS_top1 | 8.73764e-07 |
| best_match_AD_top1 | BETA:10,1 |
| p-value_AD_top1 | 1.5e-07 |
| best_match_CHISQ_top1 | BETA:10,1 |
| p-value_CHISQ_top1 | 0 |
| -[ RECORD 3 ]------------- | --------------------------------------------------------------------------- |
| factory | F2 |
| product | B |
| group_size | 4000 |
| best_match_KS_top1 | LOGNORMAL:9.210394859313965,0.009947648271918297 |
| p-value_KS_top1 | 0.717749 |
| best_match_AD_top1 | GAMMA:10199.47546584695,0.9805440671668431 |
| p-value_AD_top1 | 0.908634 |
| best_match_CHISQ_top1 | LOGNORMAL:9.210394859313965,0.009947648271918297 |
| p-value_CHISQ_top1 | 0.356182 |
| -[ RECORD 4 ]------------- | --------------------------------------------------------------------------- |
| factory | F2 |
| product | D |
| group_size | 4000 |
| best_match_KS_top1 | UNIFORMCONTINUOUS:9500.3388671875,10499.8486328125 |
| p-value_KS_top1 | 0.721553 |
| best_match_AD_top1 | BETA:10,1 |
| p-value_AD_top1 | 1.5e-07 |
| best_match_CHISQ_top1 | UNIFORMCONTINUOUS:9500.3388671875,10499.8486328125 |
| p-value_CHISQ_top1 | 0.911413 |