f72b08625855cf00d3238fa43955819e428378e9,notebooks/benchmark.py,,,#,16

Before Change

time_df = pd.DataFrame(columns=df_columns)

// initialize a set of detectors for LSCP
detector_list = [LOF(n_neighbors=10), LOF(n_neighbors=20), LOF(n_neighbors=30),
                 LOF(n_neighbors=40), LOF(n_neighbors=50)]

for j in range(len(mat_file_list)):

    mat_file = mat_file_list[j]

After Change

// TODO: add neural networks, LOCI, SOS

// Define data file and read X and y
mat_file_list = [
                // "arrhythmia.mat",
                //  "cardio.mat",
                //  "glass.mat",
                //  "ionosphere.mat",
                //  "letter.mat",
                //  "lympho.mat",
                //  "mnist.mat",
                //  "musk.mat",
                //  "optdigits.mat",
                //  "pendigits.mat",
                //  "pima.mat",
                //  "satellite.mat",
                 // "satimage-2.mat",
                 "shuttle.mat",
                 "vertebral.mat",
                 "vowels.mat",
                 "wbc.mat"]

// define the number of iterations
n_ite = 10
n_classifiers = 10

Instances