Computation times¶

00:30.374 total execution time for auto_examples_neighbors files:

Comparing Nearest Neighbors with and without Neighborhood Components Analysis (`plot_nca_classification.py`)	00:16.494	0.0 MB
Kernel Density Estimation (`plot_digits_kde_sampling.py`)	00:04.678	0.0 MB
Caching nearest neighbors (`plot_caching_nearest_neighbors.py`)	00:03.830	0.0 MB
Nearest Neighbors Classification (`plot_classification.py`)	00:01.931	0.0 MB
Dimensionality Reduction with Neighborhood Components Analysis (`plot_nca_dim_reduction.py`)	00:01.641	0.0 MB
Novelty detection with Local Outlier Factor (LOF) (`plot_lof_novelty_detection.py`)	00:00.599	0.0 MB
Simple 1D Kernel Density Estimation (`plot_kde_1d.py`)	00:00.399	0.0 MB
Nearest Neighbors regression (`plot_regression.py`)	00:00.266	0.0 MB
Nearest Centroid Classification (`plot_nearest_centroid.py`)	00:00.216	0.0 MB
Neighborhood Components Analysis Illustration (`plot_nca_illustration.py`)	00:00.166	0.0 MB
Outlier detection with Local Outlier Factor (LOF) (`plot_lof_outlier_detection.py`)	00:00.152	0.0 MB
Kernel Density Estimate of Species Distributions (`plot_species_kde.py`)	00:00.005	0.0 MB
Approximate nearest neighbors in TSNE (`approximate_nearest_neighbors.py`)	00:00.000	0.0 MB