This is a listing of all clusters that have been defined as "sparse". Sparse clusters are by definition those clusters having less than 0.5% of the population of the sample. Generally, these clusters contain outliers but may also contain normal cases. The application will determine the key sequence structure of the input file, modify the key structure to remove date and time key values except for the End Timestamp, and present the listing using the modified key sequence. You can optionally exclude the CA MICS account codes from the reports by specifying a value of "NO" on the REPORT USING ACCOUNT FIELDS option on the Clustering Execution Options screen. This report can be used to verify that the sparse clusters are truly exceptional cases, not merely unusual cases. Note that each outlying clustering data value is flagged with an "*". This allows you to identify outliers in the data, and understand which elements(s) contain abnormal data values. A sample Sparse Cluster Population report is shown below in Figure 3-37.
Sparse Cluster Population Report For: Monday, June 23, yyyy Listing of Observations Within Cluster Cluster System Job Job Job TCB CPU Number Identifier DIVISION DEPARTMENT RESERVED Group Identification End Time Stamp Time DASD EXCPS -------------------------------------------------------------------------------------------------------------------- 2 XAL1 GIS 00045 ******** 5 MPGLAUDT 07NOV02:11:39:02.05 0:02:06.60* 7,340 XAL1 GIS 02046 ******** 0 T1PR2NEW 13NOV02:17:37:26.57 0:02:09.01* 108 3 XAL1 GIS 00045 ******** 0 A02ICST3 12NOV02:11:11:59.69 0:01:31.50* 9,099 XAL1 GIS 00045 ******** 0 MPIRSADT 08NOV02:17:22:57.44 0:01:37.44* 5,808 XAL1 GIS 00045 ******** 0 TOPCDEV2 08NOV02:11:42:22.55 0:01:40.63* 7,267 XAL1 GIS 00045 ******** 0 TOPCDEV2 08NOV02:13:49:04.83 0:01:33.66* 7,094 XAL1 UNK UNK ******** 0 CACMPQA 14NOV02:10:09:47.07 0:01:41.14* 8,383 4 XAL1 GIS 00045 ******** 5 MPMINAS 14NOV02:16:45:15.65 0:00:35.54 70,439* XAL1 GIS 00045 ******** 5 MPMIPACE 14NOV02:10:30:56.85 0:00:40.26 80,646* 5 XAL1 DEV 01076 ******** 7 FEESE01Y 07NOV02:15:34:08.89 0:00:59.88 79,414* XAL1 GIS 02045 ******** 0 BEHMAMDB 11NOV02:15:08:03.50 0:01:18.45* 79,294* 6 XAL1 DEV 01062 ******** 5 MCCTI03H 07NOV02:14:32:14.63 0:00:34.83 23,429 XAL1 DEV 01062 ******** 7 DIXPA02M 15NOV02:15:35:10.77 0:00:42.85 26,409 XAL1 GIS 02045 ******** 0 BEHMAMDB 11NOV02:15:31:53.21 0:00:27.57 27,384 XAL1 GIS 02045 ******** 0 BEHMAMEN 11NOV02:14:52:19.61 0:00:24.20 23,585 7 XAL1 GIS 00045 ******** 0 TCWFAST$ 11NOV02:11:50:11.47 0:00:19.64 156,990* XAL1 GIS 00045 ******** 5 STARLOAD 13NOV02:15:58:32.57 0:00:28.49 148,507* XAL1 GIS 00045 ******** 5 STARLOAD 13NOV02:16:26:38.42 0:00:26.74 148,503* 8 XAL1 GIS 00045 ******** 0 WKBKVM85 11NOV02:12:50:10.33 0:25:27.51* 220,572* XAL1 GIS 02046 ******** 7 MELRI01B 07NOV02:18:12:06.64 0:25:34.91* 233,415* 9 XAL1 DEV 01062 ******** 0 BEAMA05M 07NOV02:13:30:34.99 0:00:06.64 90,943* XAL1 DEV 01076 ******** 0 JERMI01M 11NOV02:17:49:34.96 0:00:04.81 101,604* XAL1 DEV 01076 ******** 0 JERMI01M 11NOV02:17:53:40.22 0:00:04.31 89,564* XAL1 DEV 01266 ******** 7 HENRO04Q 15NOV02:11:00:52.65 0:00:05.13 95,660* XAL1 GIS 00045 ******** 0 TCWFAST$ 11NOV02:11:23:34.38 0:00:17.46 99,448* 12 XAL1 DEV 01062 ******** 5 JONCA04B 12NOV02:15:55:19.91 0:01:10.59* 2,702 XAL1 DEV 01062 ******** 5 JONCA04B 12NOV02:16:10:50.76 0:01:14.38* 2,661 XAL1 DEV 01062 ******** 7 DIXPA02D 15NOV02:10:46:48.50 0:01:17.18* 15,968 XAL1 GIS 00045 ******** 5 VRPDIV 08NOV02:17:27:14.42 0:01:23.85* 9,966 XAL1 GIS 02046 ******** 0 FAIRSCAN 07NOV02:11:39:42.42 0:01:14.27* 13,231 XAL1 GIS 02046 ******** 0 FAIRSCAN 08NOV02:14:40:26.10 0:01:13.71* 13,234 XAL1 UNK UNK ******** 0 DBTNGFR2 14NOV02:09:26:28.85 0:01:12.29* 5,774 XAL1 UNK UNK ******** 0 T1CAPS2 11NOV02:09:07:14.75 0:01:21.77* 15,217 13 XAL1 DEV 01060 ******** 5 CYGIPCS 12NOV02:10:46:57.98 0:01:41.88* 178,301* XAL1 SPT 04733 ******** 5 BEEST02U 08NOV02:11:58:26.55 0:02:11.93* 173,919* Note: '*' Indicates that the data value is an outlier
Figure 3-37. Sparse Cluster Population report The Sparse Cluster Population report is dynamically built, and does not have a fixed format. The first 'n' columns of the report contain the sequence fields of the CA MICS file used for analysis. These fields are documented in the CA MICS Data Dictionary. You specify the remaining elements on the Data Clustering screen as clustering elements. If these are CA MICS data elements, which is the typical case, then their definitions and usage data can be found in the CA MICS Data Dictionary as well.
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