163eb7df13667e21b0e02a2706e18d1f53eee610,skrebate/iterrelief.py,IterRelief,fit,#IterRelief#Any#Any#,69

Before Change


        // Determine total number of features
        total_num_features = X.shape[1]

        print("num featuers")
        print(total_num_features)
        // Initialize weights
        distance_weights = np.ones(total_num_features)

After Change


            // if no_diff is True, that means all features do not have a significant difference in weights between previous and current run.
            no_diff = True
            // if first iteration, set false
            if iteration == 0:
                no_diff = False
            else:
                for i in range(len(feature_weights)):
                    //previous array of feature_weights
                    prev = weight_history[len(weight_history)-1]
                    diff = abs(prev[i] - feature_weights[i])
                    // first encounter of value that has difference greater than threshold, set no_diff to False, and break out of checking loop
                    if diff >= 0.0001:
                        no_diff = False
                        break;
            if no_diff:
                break;

            mx = max(feature_weights)
Italian Trulli
In pattern: SUPERPATTERN

Frequency: 3

Non-data size: 8

Instances


Project Name: EpistasisLab/scikit-rebate
Commit Name: 163eb7df13667e21b0e02a2706e18d1f53eee610
Time: 2020-01-29
Author: alexmxu99@gmail.com
File Name: skrebate/iterrelief.py
Class Name: IterRelief
Method Name: fit


Project Name: EpistasisLab/scikit-rebate
Commit Name: ece383696800b9b34854df27a65a3d1d74669952
Time: 2020-05-28
Author: alexmxu@alexs-mbp-3.attlocal.net
File Name: skrebate/iterrelief.py
Class Name: IterRelief
Method Name: fit


Project Name: ncoudray/DeepPATH
Commit Name: 64c0ea557df21a7585f6fd0fef9d1b0c20f2da3d
Time: 2019-11-19
Author: coudrn01@bigpurple-ln2.cm.cluster
File Name: DeepPATH_code/00_preprocessing/0b_tileLoop_deepzoom4.py
Class Name:
Method Name: