Application of Various Machine Learning Techniques in Predicting Total Organic Carbon from Well Logs

Table 4

Different sets of inputs.

No.	Scenarios	Inputs
1	Without GR and spectral GR	CNP, RHOB, Δt,
2	Without spectral GR	CNP, RHOB, GR, Δt, FR
3	Without density	CNP, GR, Δt, FR, K, Th, Ur
4	Without porosity	RHOB, GR, Δt, FR, K, Th, Ur
5	Without resistivity	CNP, RHOB, GR, Δt, K, Th, Ur
6	Without sonic transient time	CNP, RHOB, GR, FR, K, Th, Ur
7	All logs	CNP, RHOB, GR, Δt, FR, K, Th, Ur