diff --git a/experiments/jobscripts/tuning/generators/innovation/california_housing.sh b/experiments/jobscripts/tuning/generators/innovation/california_housing.sh
new file mode 100644
index 0000000000000000000000000000000000000000..78158978017466767a6136e9720e6e172ef979d1
--- /dev/null
+++ b/experiments/jobscripts/tuning/generators/innovation/california_housing.sh
@@ -0,0 +1,14 @@
+#!/bin/bash
+
+#SBATCH --job-name="Grid-search California Housing (ECCCo)"
+#SBATCH --time=24:00:00
+#SBATCH --ntasks=48
+#SBATCH --cpus-per-task=1
+#SBATCH --partition=compute
+#SBATCH --mem-per-cpu=4GB
+#SBATCH --account=innovation
+#SBATCH --mail-type=END     # Set mail type to 'END' to receive a mail when the job finishes. 
+
+module load 2023r1 openmpi
+
+srun julia --project=experiments experiments/run_experiments.jl -- data=california_housing output_path=results mpi grid_search n_individuals=10 > experiments/grid_search_california_housing.log
\ No newline at end of file
diff --git a/experiments/jobscripts/tuning/generators/innovation/synthetic.sh b/experiments/jobscripts/tuning/generators/innovation/synthetic.sh
index 00326abff6a10082f973a368e20e8d3d5c52384b..4aa472515b0da5a19511fe3784029e2a69cd729e 100644
--- a/experiments/jobscripts/tuning/generators/innovation/synthetic.sh
+++ b/experiments/jobscripts/tuning/generators/innovation/synthetic.sh
@@ -1,7 +1,7 @@
 #!/bin/bash
 
 #SBATCH --job-name="Grid-search Synthetic (ECCCo)"
-#SBATCH --time=06:00:00
+#SBATCH --time=24:00:00
 #SBATCH --ntasks=48
 #SBATCH --cpus-per-task=1
 #SBATCH --partition=compute
@@ -11,4 +11,4 @@
 
 module load 2023r1 openmpi
 
-srun julia --project=experiments experiments/run_experiments.jl -- data=linearly_separable,moons,circles output_path=results mpi grid_search > experiments/grid_search_synthetic.log
+srun julia --project=experiments experiments/run_experiments.jl -- data=linearly_separable,moons,circles output_path=results mpi grid_search n_individuals=10 > experiments/grid_search_synthetic.log
diff --git a/experiments/jobscripts/tuning/generators/innovation/tabular.sh b/experiments/jobscripts/tuning/generators/innovation/tabular.sh
index 7811a30c11a1090762ec0e17f5aa9d0eda43e688..6a12c78862dff06d34e3b84320e021f2bc7c68d8 100644
--- a/experiments/jobscripts/tuning/generators/innovation/tabular.sh
+++ b/experiments/jobscripts/tuning/generators/innovation/tabular.sh
@@ -1,7 +1,7 @@
 #!/bin/bash
 
 #SBATCH --job-name="Grid-search Tabular (ECCCo)"
-#SBATCH --time=16:00:00
+#SBATCH --time=24:00:00
 #SBATCH --ntasks=48
 #SBATCH --cpus-per-task=1
 #SBATCH --partition=compute
@@ -11,4 +11,4 @@
 
 module load 2023r1 openmpi
 
-srun julia --project=experiments experiments/run_experiments.jl -- data=gmsc,german_credit,california_housing output_path=results mpi grid_search > experiments/grid_search_tabular.log
\ No newline at end of file
+srun julia --project=experiments experiments/run_experiments.jl -- data=gmsc,german_credit output_path=results mpi grid_search n_individuals=10 > experiments/grid_search_tabular.log
\ No newline at end of file