PM-pinou
139 lines
2.6 KiB
JSON
139 lines
2.6 KiB
JSON
{
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"run_info": {
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"dataset": "data/wnl_converted.csv",
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"total_rows": 3547,
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"n_entities": 834,
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"n_clusters": 6
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},
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"quality_metrics": {
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"silhouette": 0.7332,
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"davies_bouldin": 7.6658,
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"calinski_harabasz": 792.0156,
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"noise_ratio": 0.1355,
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"purity": 0.2434,
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"ari": 0.0001,
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"nmi": 0.0236
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},
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"cluster_sizes": {
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"-1": 113,
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"0": 80,
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"1": 259,
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"2": 160,
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"3": 82,
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"4": 43,
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"5": 97
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},
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"cluster_service_map": {
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"-1": {
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"SoundCloud": 27,
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"Web": 25,
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"Kinopoisk": 24,
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"Spotify": 17,
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"YandexMusic": 10,
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"Netflix": 6,
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"AppleMusic": 2,
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"YouTube": 1,
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"PrimeVideo": 1
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},
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"0": {
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"YandexMusic": 19,
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"SoundCloud": 17,
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"Kinopoisk": 10,
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"Web": 9,
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"Netflix": 3,
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"YouTube": 1
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},
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"1": {
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"Web": 61,
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"Spotify": 51,
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"Kinopoisk": 44,
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"SoundCloud": 44,
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"YandexMusic": 37,
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"Netflix": 11,
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"AppleMusic": 5,
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"YouTube": 4,
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"PrimeVideo": 2
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},
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"2": {
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"Web": 33,
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"Spotify": 27,
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"Kinopoisk": 13,
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"Netflix": 9,
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"PrimeVideo": 2,
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"YouTube": 1,
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"LiveYouTube": 1,
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"AppleMusic": 1
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},
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"3": {
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"Spotify": 19,
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"Web": 18,
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"SoundCloud": 18,
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"YandexMusic": 11,
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"Kinopoisk": 8,
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"Netflix": 7,
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"AppleMusic": 1
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},
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"4": {
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"Web": 12,
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"Spotify": 11,
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"SoundCloud": 10,
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"YandexMusic": 2,
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"Netflix": 2,
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"PrimeVideo": 1,
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"LiveYouTube": 1
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},
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"5": {
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"Web": 24,
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"SoundCloud": 23,
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"Spotify": 19,
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"Kinopoisk": 12,
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"YandexMusic": 9,
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"Netflix": 5,
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"YouTube": 2,
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"AppleMusic": 1,
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"LiveFacebook": 1,
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"PrimeVideo": 1
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}
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},
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"purity_breakdown": {
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"-1": {
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"dominant_label": "SoundCloud",
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"dominant_count": 27,
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"size": 113
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},
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"0": {
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"dominant_label": "Spotify",
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"dominant_count": 21,
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"size": 80
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},
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"1": {
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"dominant_label": "Web",
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"dominant_count": 61,
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"size": 259
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},
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"2": {
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"dominant_label": "SoundCloud",
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"dominant_count": 39,
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"size": 160
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},
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"3": {
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"dominant_label": "Spotify",
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"dominant_count": 19,
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"size": 82
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},
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"4": {
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"dominant_label": "Web",
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"dominant_count": 12,
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"size": 43
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},
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"5": {
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"dominant_label": "Web",
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"dominant_count": 24,
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"size": 97
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}
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}
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} |