DeTime / assets /generated /tutorials /cli-and-profiling /single-file /example_series_summary.json
Zipeng365's picture
Publish DeTime static documentation mirror
ae97a0a verified
Raw
History Blame Contribute Delete
1.8 kB
{
"mode": "summary",
"trend": {
"shape": [
120
],
"mean": 1.1908501617228024,
"std": 0.6917338625864388,
"min": -0.01524513668652247,
"max": 2.3340562286495894,
"l2_norm": 15.086231514824286
},
"season": {
"shape": [
120
],
"mean": -0.0008501617228019137,
"std": 0.7036104657683112,
"min": -1.0061953849851841,
"max": 1.002573622522299,
"l2_norm": 7.707672102369079
},
"residual": {
"shape": [
120
],
"mean": -6.015442773528908e-16,
"std": 1.5016687293382367e-15,
"min": -6.439293542825908e-15,
"max": 2.55351295663786e-15,
"l2_norm": 1.7720714963979276e-14
},
"components": {},
"meta": {
"method": "SSA",
"window": 24,
"rank": 6,
"components": 4,
"singular_values": [
63.75833261361802,
24.256849743658037,
23.94408981161967,
2.5944250905181305
],
"trend_components": [
0,
3
],
"season_components": [
1,
2
],
"native_solver": "jacobi-eigen",
"speed_mode": "exact",
"native_method": "SSA_NATIVE",
"backend_requested": "auto",
"backend_used": "native",
"input_shape": [
120
],
"result_layout": "univariate",
"n_channels": 1,
"channel_names": [
"value"
]
},
"diagnostics": {
"component_count": 0,
"component_names": [],
"component_shapes": {},
"quality_metrics": {
"trend_l2_norm": 15.086231514824286,
"season_l2_norm": 7.707672102369079,
"residual_l2_norm": 1.7720714963979276e-14,
"residual_ratio": 1.0617278944623802e-15
},
"warnings": [
"no_named_components"
],
"limitations": []
}
}