How to handle tables having volatile data

Hi,
We have a table in which we load millions of data and after validation a huge amount of data is deleted. After that the select statements (performing FTS) becomes slow. If we shrink the space, the queries becomes faster. But shrinking space requires additional time. We can consider creating index on the table. But the indexes will slow down the inserts.
I wanted to know, how do we handle such tables containing data which has volitile nature.
The database version is 10.2.0.5 and platform Windows server 2008.
Regards,

Thanks Justin,
We can't truncate the table.
Basically, the application is for a credit card payment gateway. A credit card transaction may be a successful or unsuccessful transaction. All the data is pushed in flat file. The application loads the data(using SQL loader) in a temporary table and if the merchant_id is correct then the data is pushed in permanent table(say T1). The table T1 may contain successful as well as unsuccessful transations (The unsuccessful transactions have to be maintained for 30 days because of business compulsions). Once the validation is done, the successful transations are moved to different table and are deleted from T1.
Here I have referred T1 as a table having volatile data. We can't truncate it as it has still data which is required by business.
Hope I am clear.
Regards,

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