-
Notifications
You must be signed in to change notification settings - Fork 0
/
result_15s.json
15 lines (12 loc) · 8.62 KB
/
result_15s.json
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
{"time_interval": "15s", "ts_type": "univariate", "model": "knn-dtw-sakoe", "test": {"report": {"1": {"precision": 0.9915782907049283, "recall": 0.9884950248756219, "f1-score": 0.990034257240735, "support": 3216.0}, "2": {"precision": 0.9962152209492635, "recall": 0.9972353061642433, "f1-score": 0.9967250025585918, "support": 9766.0}, "accuracy": 0.9950700970574642, "macro avg": {"precision": 0.9938967558270959, "recall": 0.9928651655199325, "f1-score": 0.9933796298996633, "support": 12982.0}, "weighted avg": {"precision": 0.9950665252424554, "recall": 0.9950700970574642, "f1-score": 0.9950675201258211, "support": 12982.0}}, "fttar": 0.008493236866939289, "fpr": 1.0, "fdr": 0.00842170929507174}}
{"time_interval": "15s", "ts_type": "univariate", "model": "knn-dtw-itakura", "test": {"report": {"1": {"precision": 0.9915782907049283, "recall": 0.9884950248756219, "f1-score": 0.990034257240735, "support": 3216.0}, "2": {"precision": 0.9962152209492635, "recall": 0.9972353061642433, "f1-score": 0.9967250025585918, "support": 9766.0}, "accuracy": 0.9950700970574642, "macro avg": {"precision": 0.9938967558270959, "recall": 0.9928651655199325, "f1-score": 0.9933796298996633, "support": 12982.0}, "weighted avg": {"precision": 0.9950665252424554, "recall": 0.9950700970574642, "f1-score": 0.9950675201258211, "support": 12982.0}}, "fttar": 0.008493236866939289, "fpr": 1.0, "fdr": 0.00842170929507174}}
{"time_interval": "15s", "ts_type": "multivariate", "model": "knn-dtw-sakoe", "test": {"report": {"1": {"precision": 1.0, "recall": 0.9993781094527363, "f1-score": 0.9996889580093312, "support": 3216.0}, "2": {"precision": 0.9997952497952498, "recall": 1.0, "f1-score": 0.9998976144158902, "support": 9766.0}, "accuracy": 0.9998459405330458, "macro avg": {"precision": 0.9998976248976249, "recall": 0.9996890547263682, "f1-score": 0.9997932862126107, "support": 12982.0}, "weighted avg": {"precision": 0.9998459720767532, "recall": 0.9998459405330458, "f1-score": 0.9998459244602983, "support": 12982.0}}, "fttar": 0.0, "fpr": 0, "fdr": 0.0}}
{"time_interval": "15s", "ts_type": "multivariate", "model": "knn-dtw-itakura", "test": {"report": {"1": {"precision": 1.0, "recall": 0.9993781094527363, "f1-score": 0.9996889580093312, "support": 3216.0}, "2": {"precision": 0.9997952497952498, "recall": 1.0, "f1-score": 0.9998976144158902, "support": 9766.0}, "accuracy": 0.9998459405330458, "macro avg": {"precision": 0.9998976248976249, "recall": 0.9996890547263682, "f1-score": 0.9997932862126107, "support": 12982.0}, "weighted avg": {"precision": 0.9998459720767532, "recall": 0.9998459405330458, "f1-score": 0.9998459244602983, "support": 12982.0}}, "fttar": 0.0, "fpr": 0, "fdr": 0.0}}
{"time_interval": "15s", "ts_type": "univariate", "model": "knn-dtw-soft", "test": {"report": {"1": {"precision": 0.9930882814954446, "recall": 0.9828980099502488, "f1-score": 0.9879668698234099, "support": 3216.0}, "2": {"precision": 0.9943871823655475, "recall": 0.9977472865041982, "f1-score": 0.9960644007155635, "support": 9766.0}, "accuracy": 0.9940687105222616, "macro avg": {"precision": 0.9937377319304961, "recall": 0.9903226482272235, "f1-score": 0.9920156352694867, "support": 12982.0}, "weighted avg": {"precision": 0.9940654087406628, "recall": 0.9940687105222616, "f1-score": 0.9940584186365954, "support": 12982.0}}, "fttar": 0.006959822840873141, "fpr": 1.0, "fdr": 0.006911718504555451}}
{"time_interval": "15s", "ts_type": "multivariate", "model": "knn-dtw-soft", "test": {"report": {"1": {"precision": 1.0, "recall": 1.0, "f1-score": 1.0, "support": 3216.0}, "2": {"precision": 1.0, "recall": 1.0, "f1-score": 1.0, "support": 9766.0}, "accuracy": 1.0, "macro avg": {"precision": 1.0, "recall": 1.0, "f1-score": 1.0, "support": 12982.0}, "weighted avg": {"precision": 1.0, "recall": 1.0, "f1-score": 1.0, "support": 12982.0}}, "fttar": 0.0, "fpr": 0, "fdr": 0.0}}
{"time_interval": "15s", "ts_type": "univariate", "model": "knn-euclidean", "test": {"report": {"1": {"precision": 0.9930882814954446, "recall": 0.9828980099502488, "f1-score": 0.9879668698234099, "support": 3216.0}, "2": {"precision": 0.9943871823655475, "recall": 0.9977472865041982, "f1-score": 0.9960644007155635, "support": 9766.0}, "accuracy": 0.9940687105222616, "macro avg": {"precision": 0.9937377319304961, "recall": 0.9903226482272235, "f1-score": 0.9920156352694867, "support": 12982.0}, "weighted avg": {"precision": 0.9940654087406628, "recall": 0.9940687105222616, "f1-score": 0.9940584186365954, "support": 12982.0}}, "fttar": 0.006959822840873141, "fpr": 1.0, "fdr": 0.006911718504555451}}
{"time_interval": "15s", "ts_type": "multivariate", "model": "knn-euclidean", "test": {"report": {"1": {"precision": 1.0, "recall": 1.0, "f1-score": 1.0, "support": 3216.0}, "2": {"precision": 1.0, "recall": 1.0, "f1-score": 1.0, "support": 9766.0}, "accuracy": 1.0, "macro avg": {"precision": 1.0, "recall": 1.0, "f1-score": 1.0, "support": 12982.0}, "weighted avg": {"precision": 1.0, "recall": 1.0, "f1-score": 1.0, "support": 12982.0}}, "fttar": 0.0, "fpr": 0, "fdr": 0.0}}
{"time_interval": "15s", "ts_type": "univariate", "model": "knn-dtw", "test": {"report": {"1": {"precision": 0.990357698289269, "recall": 0.9900497512437811, "f1-score": 0.9902037008241331, "support": 3216.0}, "2": {"precision": 0.9967236613084878, "recall": 0.9968257218922794, "f1-score": 0.9967746889878667, "support": 9766.0}, "accuracy": 0.9951471267909413, "macro avg": {"precision": 0.9935406797988784, "recall": 0.9934377365680302, "f1-score": 0.9934891949059999, "support": 12982.0}, "weighted avg": {"precision": 0.9951466364225066, "recall": 0.9951471267909413, "f1-score": 0.9951468737102078, "support": 12982.0}}, "fttar": 0.009736180904522614, "fpr": 1.0, "fdr": 0.009642301710730949}}
{"time_interval": "15s", "ts_type": "multivariate", "model": "knn-dtw", "test": {"report": {"1": {"precision": 1.0, "recall": 0.9984452736318408, "f1-score": 0.9992220320522794, "support": 3216.0}, "2": {"precision": 0.99948828164978, "recall": 1.0, "f1-score": 0.9997440753442186, "support": 9766.0}, "accuracy": 0.9996148513326144, "macro avg": {"precision": 0.9997441408248899, "recall": 0.9992226368159204, "f1-score": 0.9994830536982491, "support": 12982.0}, "weighted avg": {"precision": 0.9996150484202552, "recall": 0.9996148513326144, "f1-score": 0.9996147508004751, "support": 12982.0}}, "fttar": 0.0, "fpr": 0, "fdr": 0.0}}
{"time_interval": "15s", "ts_type": "univariate", "model": "lstm", "test": {"report": {"1": {"precision": 0.9987488270253363, "recall": 0.9928482587064676, "f1-score": 0.9957898019647591, "support": 3216.0}, "2": {"precision": 0.9976494634644865, "recall": 0.9995904157280361, "f1-score": 0.9986189964707688, "support": 9766.0}, "accuracy": 0.9979201971961177, "macro avg": {"precision": 0.9981991452449114, "recall": 0.9962193372172519, "f1-score": 0.9972043992177639, "support": 12982.0}, "weighted avg": {"precision": 0.9979218061860774, "recall": 0.9979201971961177, "f1-score": 0.9979181268411796, "support": 12982.0}}, "fttar": 0.001252740369558409, "fpr": 1.0, "fdr": 0.0012511729746637473}, "prod": {"report": {"1": {"precision": 1.0, "recall": 0.6577461564694176, "f1-score": 0.7935426710567697, "support": 1070305.0}, "2": {"precision": 0.0, "recall": 0.0, "f1-score": 0.0, "support": 0.0}, "accuracy": 0.6577461564694176, "macro avg": {"precision": 0.5, "recall": 0.3288730782347088, "f1-score": 0.39677133552838484, "support": 1070305.0}, "weighted avg": {"precision": 1.0, "recall": 0.6577461564694176, "f1-score": 0.7935426710567697, "support": 1070305.0}}, "fttar": 0.0, "fpr": 0, "fdr": 0.0}}
{"time_interval": "15s", "ts_type": "multivariate", "model": "lstm", "test": {"report": {"1": {"precision": 0.9996657754010695, "recall": 0.9300373134328358, "f1-score": 0.9635953608247423, "support": 3216.0}, "2": {"precision": 0.9774774774774775, "recall": 0.999897603932009, "f1-score": 0.988560437335493, "support": 9766.0}, "accuracy": 0.9825912802341704, "macro avg": {"precision": 0.9885716264392734, "recall": 0.9649674586824224, "f1-score": 0.9760778990801177, "support": 12982.0}, "weighted avg": {"precision": 0.9829741317774522, "recall": 0.9825912802341704, "f1-score": 0.9823758982769063, "support": 12982.0}}, "fttar": 0.00033433634236041456, "fpr": 1.0, "fdr": 0.00033422459893048126}, "prod": {"report": {"1": {"precision": 1.0, "recall": 0.4570846627830385, "f1-score": 0.6273961622930059, "support": 1070305.0}, "2": {"precision": 0.0, "recall": 0.0, "f1-score": 0.0, "support": 0.0}, "accuracy": 0.4570846627830385, "macro avg": {"precision": 0.5, "recall": 0.22854233139151925, "f1-score": 0.31369808114650294, "support": 1070305.0}, "weighted avg": {"precision": 1.0, "recall": 0.4570846627830385, "f1-score": 0.6273961622930059, "support": 1070305.0}}, "fttar": 0.0, "fpr": 0, "fdr": 0.0}}