def static_k_semisynthetic_test_paper_2():
console.write_header("Loading Native symbols")
symbolClasses = loader.load_native_xls()
console.write_header("Loading Foreign symbols")
foreignClasses = loader.load_foreign_xls()
util.global_variables.CLASS_NUM = len(symbolClasses)
util.global_variables.CHAR_NUM = len(symbolClasses[0].learning_set[0].characteristicsValues)
Clusterer().computeClusters(symbolClasses)
paper2.compute(symbolClasses, foreignClasses)
def semisynthetic_test_paper_2():
console.write_header("Loading Native symbols")
symbolClasses = loader.load_native_xls()
console.write_header("Loading Foreign symbols")
foreignClasses = loader.load_foreign_xls()
util.global_variables.CLASS_NUM = len(symbolClasses)
util.global_variables.CHAR_NUM = len(symbolClasses[0].learning_set[0].characteristicsValues)
# COMPUTE CLUSTER EVALUATION
for c in range(0, util.global_variables.CLASS_NUM):
console.write_header("Computing Cluster Evaluation")
best_k = ps.cluster_evaluation(util.global_variables.MAX_K_CLUS_EVALUATION, symbolClasses[c:c+1])
util.global_variables.K = best_k[0]
console.write_header("Computing Clusters with K:", str(util.global_variables.K))
Clusterer().computeClusters(symbolClasses[c:c+1])
paper2.compute(symbolClasses, foreignClasses)