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 |