14. The medium of claim 10 , further comprising instructions that when executed by one or more computers cause the one or more computers to perform operations comprising: determining a high-end value for the scores of the first and second intermediate training records, the high-end value being a value at which a specified percent of scores of the first and second intermediate training records have a score that exceeds the high-end value; identifying a first intermediate training record having a score greater than the high-end value; and changing the score of the identified first intermediate training record to be the high-end value.
10. A non-transitory computer storage medium encoded with computer program instructions that when executed by one or more computers cause the one or more computers to perform operations comprising: receiving initial training data, the initial training data comprising initial training records, each initial training record identifying input data as input and a category as output; generating first intermediate training records by inputting input data of a first subset of the initial training records to a first trained predictive model, the first trained predictive model generated using at least a second subset of the initial training records and a training function, each first intermediate training record having a first score; generating second intermediate training records by inputting input data of the second subset of the initial training records to a second trained predictive model, the second trained predictive model generated using the training function and at least the first subset of the initial training records, each second intermediate training record having a second score; and generating, for the first trained predictive model and the second trained predictive model, a score normalization model using a score normalization training function, the first intermediate training records, and the second intermediate training records.