This function calculate evaluation of NEMoE object.

cvNEMoE(NEMoE_obj, verbose = T, ...)

Arguments

NEMoE_obj

a NEMoE of object without cross validated parameters.

verbose

A logical input indicating whether the intermediate steps will be printed.

...

Other parameters that can be passed to cvNEMoE.

Value

A NEMoE object with different lambdas.

See also

Examples

data(NEMoE_example) NEMoE_example = cvNEMoE(NEMoE_example, verbose = F)
#> Evaluate on lambda2 = 0.005.....
#> Evaluate on lambda1 = 0.00478999378700625...
#> Evaluate on lambda1 = 0.00682655061338577...
#> Evaluate on lambda1 = 0.00972898825120268...
#> Evaluate on lambda1 = 0.013865452371574...
#> Evaluate on lambda1 = 0.0197606127692283...
#> Evaluate on lambda1 = 0.0281622125662431...
#> Evaluate on lambda1 = 0.040135912073603...
#> Evaluate on lambda1 = 0.0572004573216985...
#> Evaluate on lambda1 = 0.0815203180585833...
#> Evaluate on lambda1 = 0.116180229451621...
#> Evaluate on lambda1 = 0.00825175214952316...
#> Evaluate on lambda1 = 0.011052579181133...
#> Evaluate on lambda1 = 0.0148040688015906...
#> Evaluate on lambda1 = 0.0198288969018507...
#> Evaluate on lambda1 = 0.0265592627009394...
#> Evaluate on lambda1 = 0.035574063383812...
#> Evaluate on lambda1 = 0.0476486866328074...
#> Evaluate on lambda1 = 0.0638217038446227...
#> Evaluate on lambda1 = 0.0854842004989537...
#> Evaluate on lambda1 = 0.114499427228329...
#> Evaluate on lambda1 = 0.00945849354270222...
#> Evaluate on lambda1 = 0.0122682331434561...
#> Evaluate on lambda1 = 0.0159126338441413...
#> Evaluate on lambda1 = 0.0206396400277715...
#> Evaluate on lambda1 = 0.0267708504229067...
#> Evaluate on lambda1 = 0.0347233978597166...
#> Evaluate on lambda1 = 0.0450383286252459...
#> Evaluate on lambda1 = 0.0584174121884797...
#> Evaluate on lambda1 = 0.0757708856204276...
#> Evaluate on lambda1 = 0.0982793809691579...
#> Evaluate on lambda1 = 0.0106652349358813...
#> Evaluate on lambda1 = 0.013944552550005...
#> Evaluate on lambda1 = 0.0182321858814058...
#> Evaluate on lambda1 = 0.0238381691217489...
#> Evaluate on lambda1 = 0.0311678649380513...
#> Evaluate on lambda1 = 0.0407512758146477...
#> Evaluate on lambda1 = 0.0532813679673664...
#> Evaluate on lambda1 = 0.069664178991262...
#> Evaluate on lambda1 = 0.0910843324724507...
#> Evaluate on lambda1 = 0.119090696855733...
#> Evaluate on lambda1 = 0.0137354777286942...
#> Evaluate on lambda1 = 0.0174214589413532...
#> Evaluate on lambda1 = 0.0220965908605574...
#> Evaluate on lambda1 = 0.028026316814368...
#> Evaluate on lambda1 = 0.0355473131188488...
#> Evaluate on lambda1 = 0.0450866047914535...
#> Evaluate on lambda1 = 0.057185811057625...
#> Evaluate on lambda1 = 0.072531897255175...
#> Evaluate on lambda1 = 0.0919961791594418...
#> Evaluate on lambda1 = 0.116683794305853...
#> Evaluate on lambda2 = 0.014.....
#> Evaluate on lambda1 = 0.00478999378700625...
#> Evaluate on lambda1 = 0.00682655061338577...
#> Evaluate on lambda1 = 0.00972898825120268...
#> Evaluate on lambda1 = 0.013865452371574...
#> Evaluate on lambda1 = 0.0197606127692283...
#> Evaluate on lambda1 = 0.0281622125662431...
#> Evaluate on lambda1 = 0.040135912073603...
#> Evaluate on lambda1 = 0.0572004573216985...
#> Evaluate on lambda1 = 0.0815203180585833...
#> Evaluate on lambda1 = 0.116180229451621...
#> Evaluate on lambda1 = 0.00825175214952316...
#> Evaluate on lambda1 = 0.011052579181133...
#> Evaluate on lambda1 = 0.0148040688015906...
#> Evaluate on lambda1 = 0.0198288969018507...
#> Evaluate on lambda1 = 0.0265592627009394...
#> Evaluate on lambda1 = 0.035574063383812...
#> Evaluate on lambda1 = 0.0476486866328074...
#> Evaluate on lambda1 = 0.0638217038446227...
#> Evaluate on lambda1 = 0.0854842004989537...
#> Evaluate on lambda1 = 0.114499427228329...
#> Evaluate on lambda1 = 0.00945849354270222...
#> Evaluate on lambda1 = 0.0122682331434561...
#> Evaluate on lambda1 = 0.0159126338441413...
#> Evaluate on lambda1 = 0.0206396400277715...
#> Evaluate on lambda1 = 0.0267708504229067...
#> Evaluate on lambda1 = 0.0347233978597166...
#> Evaluate on lambda1 = 0.0450383286252459...
#> Evaluate on lambda1 = 0.0584174121884797...
#> Evaluate on lambda1 = 0.0757708856204276...
#> Evaluate on lambda1 = 0.0982793809691579...
#> Evaluate on lambda1 = 0.0106652349358813...
#> Evaluate on lambda1 = 0.013944552550005...
#> Evaluate on lambda1 = 0.0182321858814058...
#> Evaluate on lambda1 = 0.0238381691217489...
#> Evaluate on lambda1 = 0.0311678649380513...
#> Evaluate on lambda1 = 0.0407512758146477...
#> Evaluate on lambda1 = 0.0532813679673664...
#> Evaluate on lambda1 = 0.069664178991262...
#> Evaluate on lambda1 = 0.0910843324724507...
#> Evaluate on lambda1 = 0.119090696855733...
#> Evaluate on lambda1 = 0.0137354777286942...
#> Evaluate on lambda1 = 0.0174214589413532...
#> Evaluate on lambda1 = 0.0220965908605574...
#> Evaluate on lambda1 = 0.028026316814368...
#> Evaluate on lambda1 = 0.0355473131188488...
#> Evaluate on lambda1 = 0.0450866047914535...
#> Evaluate on lambda1 = 0.057185811057625...
#> Evaluate on lambda1 = 0.072531897255175...
#> Evaluate on lambda1 = 0.0919961791594418...
#> Evaluate on lambda1 = 0.116683794305853...
#> Evaluate on lambda2 = 0.016.....
#> Evaluate on lambda1 = 0.00478999378700625...
#> Evaluate on lambda1 = 0.00682655061338577...
#> Evaluate on lambda1 = 0.00972898825120268...
#> Evaluate on lambda1 = 0.013865452371574...
#> Evaluate on lambda1 = 0.0197606127692283...
#> Evaluate on lambda1 = 0.0281622125662431...
#> Evaluate on lambda1 = 0.040135912073603...
#> Evaluate on lambda1 = 0.0572004573216985...
#> Evaluate on lambda1 = 0.0815203180585833...
#> Evaluate on lambda1 = 0.116180229451621...
#> Evaluate on lambda1 = 0.00825175214952316...
#> Evaluate on lambda1 = 0.011052579181133...
#> Evaluate on lambda1 = 0.0148040688015906...
#> Evaluate on lambda1 = 0.0198288969018507...
#> Evaluate on lambda1 = 0.0265592627009394...
#> Evaluate on lambda1 = 0.035574063383812...
#> Evaluate on lambda1 = 0.0476486866328074...
#> Evaluate on lambda1 = 0.0638217038446227...
#> Evaluate on lambda1 = 0.0854842004989537...
#> Evaluate on lambda1 = 0.114499427228329...
#> Evaluate on lambda1 = 0.00945849354270222...
#> Evaluate on lambda1 = 0.0122682331434561...
#> Evaluate on lambda1 = 0.0159126338441413...
#> Evaluate on lambda1 = 0.0206396400277715...
#> Evaluate on lambda1 = 0.0267708504229067...
#> Evaluate on lambda1 = 0.0347233978597166...
#> Evaluate on lambda1 = 0.0450383286252459...
#> Evaluate on lambda1 = 0.0584174121884797...
#> Evaluate on lambda1 = 0.0757708856204276...
#> Evaluate on lambda1 = 0.0982793809691579...
#> Evaluate on lambda1 = 0.0106652349358813...
#> Evaluate on lambda1 = 0.013944552550005...
#> Evaluate on lambda1 = 0.0182321858814058...
#> Evaluate on lambda1 = 0.0238381691217489...
#> Evaluate on lambda1 = 0.0311678649380513...
#> Evaluate on lambda1 = 0.0407512758146477...
#> Evaluate on lambda1 = 0.0532813679673664...
#> Evaluate on lambda1 = 0.069664178991262...
#> Evaluate on lambda1 = 0.0910843324724507...
#> Evaluate on lambda1 = 0.119090696855733...
#> Evaluate on lambda1 = 0.0137354777286942...
#> Evaluate on lambda1 = 0.0174214589413532...
#> Evaluate on lambda1 = 0.0220965908605574...
#> Evaluate on lambda1 = 0.028026316814368...
#> Evaluate on lambda1 = 0.0355473131188488...
#> Evaluate on lambda1 = 0.0450866047914535...
#> Evaluate on lambda1 = 0.057185811057625...
#> Evaluate on lambda1 = 0.072531897255175...
#> Evaluate on lambda1 = 0.0919961791594418...
#> Evaluate on lambda1 = 0.116683794305853...
#> Evaluate on lambda2 = 0.023.....
#> Evaluate on lambda1 = 0.00478999378700625...
#> Evaluate on lambda1 = 0.00682655061338577...
#> Evaluate on lambda1 = 0.00972898825120268...
#> Evaluate on lambda1 = 0.013865452371574...
#> Evaluate on lambda1 = 0.0197606127692283...
#> Evaluate on lambda1 = 0.0281622125662431...
#> Evaluate on lambda1 = 0.040135912073603...
#> Evaluate on lambda1 = 0.0572004573216985...
#> Evaluate on lambda1 = 0.0815203180585833...
#> Evaluate on lambda1 = 0.116180229451621...
#> Evaluate on lambda1 = 0.00825175214952316...
#> Evaluate on lambda1 = 0.011052579181133...
#> Evaluate on lambda1 = 0.0148040688015906...
#> Evaluate on lambda1 = 0.0198288969018507...
#> Evaluate on lambda1 = 0.0265592627009394...
#> Evaluate on lambda1 = 0.035574063383812...
#> Evaluate on lambda1 = 0.0476486866328074...
#> Evaluate on lambda1 = 0.0638217038446227...
#> Evaluate on lambda1 = 0.0854842004989537...
#> Evaluate on lambda1 = 0.114499427228329...
#> Evaluate on lambda1 = 0.00945849354270222...
#> Evaluate on lambda1 = 0.0122682331434561...
#> Evaluate on lambda1 = 0.0159126338441413...
#> Evaluate on lambda1 = 0.0206396400277715...
#> Evaluate on lambda1 = 0.0267708504229067...
#> Evaluate on lambda1 = 0.0347233978597166...
#> Evaluate on lambda1 = 0.0450383286252459...
#> Evaluate on lambda1 = 0.0584174121884797...
#> Evaluate on lambda1 = 0.0757708856204276...
#> Evaluate on lambda1 = 0.0982793809691579...
#> Evaluate on lambda1 = 0.0106652349358813...
#> Evaluate on lambda1 = 0.013944552550005...
#> Evaluate on lambda1 = 0.0182321858814058...
#> Evaluate on lambda1 = 0.0238381691217489...
#> Evaluate on lambda1 = 0.0311678649380513...
#> Evaluate on lambda1 = 0.0407512758146477...
#> Evaluate on lambda1 = 0.0532813679673664...
#> Evaluate on lambda1 = 0.069664178991262...
#> Evaluate on lambda1 = 0.0910843324724507...
#> Evaluate on lambda1 = 0.119090696855733...
#> Evaluate on lambda1 = 0.0137354777286942...
#> Evaluate on lambda1 = 0.0174214589413532...
#> Evaluate on lambda1 = 0.0220965908605574...
#> Evaluate on lambda1 = 0.028026316814368...
#> Evaluate on lambda1 = 0.0355473131188488...
#> Evaluate on lambda1 = 0.0450866047914535...
#> Evaluate on lambda1 = 0.057185811057625...
#> Evaluate on lambda1 = 0.072531897255175...
#> Evaluate on lambda1 = 0.0919961791594418...
#> Evaluate on lambda1 = 0.116683794305853...
#> Evaluate on lambda2 = 0.025.....
#> Evaluate on lambda1 = 0.00478999378700625...
#> Evaluate on lambda1 = 0.00682655061338577...
#> Evaluate on lambda1 = 0.00972898825120268...
#> Evaluate on lambda1 = 0.013865452371574...
#> Evaluate on lambda1 = 0.0197606127692283...
#> Evaluate on lambda1 = 0.0281622125662431...
#> Evaluate on lambda1 = 0.040135912073603...
#> Evaluate on lambda1 = 0.0572004573216985...
#> Evaluate on lambda1 = 0.0815203180585833...
#> Evaluate on lambda1 = 0.116180229451621...
#> Evaluate on lambda1 = 0.00825175214952316...
#> Evaluate on lambda1 = 0.011052579181133...
#> Evaluate on lambda1 = 0.0148040688015906...
#> Evaluate on lambda1 = 0.0198288969018507...
#> Evaluate on lambda1 = 0.0265592627009394...
#> Evaluate on lambda1 = 0.035574063383812...
#> Evaluate on lambda1 = 0.0476486866328074...
#> Evaluate on lambda1 = 0.0638217038446227...
#> Evaluate on lambda1 = 0.0854842004989537...
#> Evaluate on lambda1 = 0.114499427228329...
#> Evaluate on lambda1 = 0.00945849354270222...
#> Evaluate on lambda1 = 0.0125762105554767...
#> Evaluate on lambda1 = 0.0167215922093339...
#> Evaluate on lambda1 = 0.0222333782328008...
#> Evaluate on lambda1 = 0.0295619640435228...
#> Evaluate on lambda1 = 0.0393062047953317...
#> Evaluate on lambda1 = 0.052262350807881...
#> Evaluate on lambda1 = 0.0694891131359092...
#> Evaluate on lambda1 = 0.0923941761090285...
#> Evaluate on lambda1 = 0.122849226211447...
#> Evaluate on lambda1 = 0.0106652349358813...
#> Evaluate on lambda1 = 0.013944552550005...
#> Evaluate on lambda1 = 0.0182321858814058...
#> Evaluate on lambda1 = 0.0238381691217489...
#> Evaluate on lambda1 = 0.0311678649380513...
#> Evaluate on lambda1 = 0.0407512758146477...
#> Evaluate on lambda1 = 0.0532813679673664...
#> Evaluate on lambda1 = 0.069664178991262...
#> Evaluate on lambda1 = 0.0910843324724507...
#> Evaluate on lambda1 = 0.119090696855733...
#> Evaluate on lambda1 = 0.0137354777286942...
#> Evaluate on lambda1 = 0.0174214589413532...
#> Evaluate on lambda1 = 0.0220965908605574...
#> Evaluate on lambda1 = 0.028026316814368...
#> Evaluate on lambda1 = 0.0355473131188488...
#> Evaluate on lambda1 = 0.0450866047914535...
#> Evaluate on lambda1 = 0.057185811057625...
#> Evaluate on lambda1 = 0.072531897255175...
#> Evaluate on lambda1 = 0.0919961791594418...
#> Evaluate on lambda1 = 0.116683794305853...