Description Usage Arguments Details Value Author(s) See Also Examples
Print a summary of results along the path of lambda
.
1 2 |
x |
fitted Coxnet object |
digits |
significant digits in printout |
... |
additional print arguments |
The performed model is printed, followed by fit
and fit0
(if any) from a fitted Coxnet
object, or fit
and cvh
(if any) from a fitted loCoxnet
object
The matrix above is silently returned
Xiang Li, Donglin Zeng and Yuanjia Wang
Maintainer: Xiang Li <xl2473@columbia.edu>
1 2 3 4 5 6 7 8 9 10 11 |
Loading required package: Matrix
Regularized Cox model: Lasso (L1)
The path of lambda:
lambda cvm cvse nzero index
1 4.551e-01 -6.852 0.02890 1
2 1.635e-01 -6.556 0.03770 1
3 5.877e-02 -6.512 0.04430 1 max
4 2.112e-02 -6.514 0.04946 17
5 7.591e-03 -6.523 0.05186 26
6 2.728e-03 -6.528 0.05215 27
7 9.804e-04 -6.531 0.05220 29
8 3.523e-04 -6.532 0.05222 30
9 1.266e-04 -6.532 0.05223 30
10 4.551e-05 -6.532 0.05224 30
Tuning the number of non-zeros with lambda:
lambda cvm nzero
1 0.007591 -6.504 1
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