config.json

{
    "sklearn": {
        "columns": [
            "amplitude_cutoff",
            "amplitude_cv_median",
            "amplitude_cv_range",
            "amplitude_median",
            "drift_ptp",
            "drift_std",
            "drift_mad",
            "firing_range",
            "firing_rate",
            "isi_violations_ratio",
            "isi_violations_count",
            "num_spikes",
            "presence_ratio",
            "rp_contamination",
            "rp_violations",
            "sd_ratio",
            "sliding_rp_violation",
            "snr",
            "sync_spike_2",
            "sync_spike_4",
            "sync_spike_8"
        ],
        "environment": [
            "scikit-learn=1.4.0"
        ],
        "example_input": {
            "amplitude_cutoff": [
                NaN,
                NaN,
                NaN
            ],
            "amplitude_cv_median": [
                NaN,
                NaN,
                NaN
            ],
            "amplitude_cv_range": [
                NaN,
                NaN,
                NaN
            ],
            "amplitude_median": [
                -231.14950561523438,
                -32.41670227050781,
                -49.5401496887207
            ],
            "drift_mad": [
                NaN,
                NaN,
                NaN
            ],
            "drift_ptp": [
                NaN,
                NaN,
                NaN
            ],
            "drift_std": [
                NaN,
                NaN,
                NaN
            ],
            "firing_range": [
                1.8000000000000007,
                3.2399999999999984,
                1.4399999999999995
            ],
            "firing_rate": [
                14.4,
                14.6,
                13.8
            ],
            "isi_violations_count": [
                0.0,
                0.0,
                0.0
            ],
            "isi_violations_ratio": [
                0.0,
                0.0,
                0.0
            ],
            "num_spikes": [
                144.0,
                146.0,
                138.0
            ],
            "presence_ratio": [
                NaN,
                NaN,
                NaN
            ],
            "rp_contamination": [
                0.0,
                0.0,
                0.0
            ],
            "rp_violations": [
                0.0,
                0.0,
                0.0
            ],
            "sd_ratio": [
                0.5912728859813103,
                1.1242492492431155,
                0.7087562828230378
            ],
            "sliding_rp_violation": [
                0.14,
                0.13,
                0.145
            ],
            "snr": [
                40.52572890814601,
                6.3489456520122625,
                9.014227884573495
            ],
            "sync_spike_2": [
                0.0,
                0.0,
                0.007246376811594203
            ],
            "sync_spike_4": [
                0.0,
                0.0,
                0.0
            ],
            "sync_spike_8": [
                0.0,
                0.0,
                0.0
            ]
        },
        "model": {
            "file": "skops-4mj4y_67.skops"
        },
        "model_format": "skops",
        "task": "tabular-classification"
    }
}