Misc Extensions for the 'SPOT' Package


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Documentation for package ‘SPOTMisc’ version 1.7.0

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evalKerasMnist evalKerasMnist
evalKerasTransferLearning evalKerasTransferLearning
funBBOBCall funBBOBCall
funKerasMnist funKerasMnist
funKerasTransferLearning funKerasTransferLearning
genCatsDogsData generate Cats Dogs Data
getKerasConf Get keras configuration parameter list
getMnistData getMnistData
get_exp_config Get experiment configuration
get_objf Get objective function for mlr
get_task_census Get Census KDD data set (+variation)
int2fact Helper function: transform integer to factor
kerasCompileResult Generate result from keras run
optimizer_adadelta Adadelta optimizer.
optimizer_adagrad Adagrad optimizer.
optimizer_adam Adam optimizer
optimizer_adamax Adamax optimizer
optimizer_nadam Nesterov Adam optimizer
optimizer_rmsprop RMSProp optimizer
optimizer_sgd Keras optimizers.
plot_function_surface Surface plot
plot_parallel Parallel coordinate plot of a data set
plot_pareto Pareto front (as well as non-optimal solutions)
plot_sensitivity Sensitivity plot of a model
plot_surface Surface plot of a model
prepare_data_plot Prepare data for plots
prepare_spot_result_plot Prepare data (results from a tuning run) for plots
printf formatted output
resKerasMnist02 Results from a very simple SPOT run, version 2, with replicates
resKerasMnist02Default Results from a very simple SPOT run, version 2, with replicates
resKerasMnist03 Results from a very simple SPOT run, version 3, with replicates
resKerasMnist07 Results from a very simple SPOT run, version 7, with replicates
resKerasTransferLearning04 Results from a SPOT run, version 4, with replicates
resKerasTransferLearning05 Results from a SPOT run, version 5, with replicates: negValidationAccuracy
resKerasTransferLearning06 Results from a SPOT run, version 06, default
sequentialBifurcation Sequential Bifurcation
spotPlot spotPlot
subgroups Return effects for each subgroup
translate_levels Helper function: translate levels
trans_10pow 10 power x transformation
trans_10pow_round 10 power x transformation with round
trans_1minus10pow 10 power x transformation
trans_2pow 2 power x transformation
trans_2pow_round 2 power x transformation with round
trans_id Identity transformation