measurePredictionPerformance: Measure Performance of a Prediction
In GROAN: Genomic Regression Workbench
measurePredictionPerformance R Documentation
Measure Performance of a Prediction
Description
This method returns several performance metrics for the passed
predictions.
Usage
measurePredictionPerformance(truevals, predvals)
Arguments
truevals
true values
predvals
predicted values
Value
A named array with the following fields:
- pearson
Pearson's correlation
- spearman
Spearmans' correlation (order based)
- rmse
Root Mean Square Error
- mae
Mean Absolute Error
- coeff_det
Coefficient of determination
- ndcg10, ndcg20, ndcg50, ndcg100
mean Normalized Discounted Cumulative Gain with k equal to 0.1, 0.2, 0.5 and 1
GROAN documentation built on Nov. 28, 2022, 5:07 p.m.
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| measurePredictionPerformance | R Documentation |
Measure Performance of a Prediction
Description
This method returns several performance metrics for the passed predictions.
Usage
measurePredictionPerformance(truevals, predvals)
Arguments
truevals |
true values |
predvals |
predicted values |
Value
A named array with the following fields:
- pearson
Pearson's correlation
- spearman
Spearmans' correlation (order based)
- rmse
Root Mean Square Error
- mae
Mean Absolute Error
- coeff_det
Coefficient of determination
- ndcg10, ndcg20, ndcg50, ndcg100
mean Normalized Discounted Cumulative Gain with k equal to 0.1, 0.2, 0.5 and 1
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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