code to train classifiers

04_label_permutation_test.sh

@@ -0,0 +1,18 @@
+n_parallel_jobs=6 # number of jobs that will be run in parallel
+n_total_jobs=100
+for li in $(seq 0 $n_parallel_jobs $n_total_jobs);
+do
+	# the for loop below will start n_parallel_jobs for each trait
+	# unless n_total_jobs will be reached first (this is checked in the if statementc)
+	mi=`expr "$li" + "$n_parallel_jobs"`
+	if [ "$mi" -gt "$n_total_jobs" ]
+	then
+		mi=$n_total_jobs
+	fi
+
+	for t in $(seq 0 6);
+	do
+		python2.7 -m classifiers.train_classifier -t $t -s 1 -a 0 -l $li -m $mi
+		wait
+	done
+done