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gender_tpot_regression.json
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gender_tpot_regression.json
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{"sample type": "csv", "created date": "2020-08-03 15:29:43.786976", "device info": {"time": "2020-08-03 15:29", "timezone": ["EST", "EDT"], "operating system": "Darwin", "os release": "19.5.0", "os version": "Darwin Kernel Version 19.5.0: Tue May 26 20:41:44 PDT 2020; root:xnu-6153.121.2~2/RELEASE_X86_64", "cpu data": {"memory": [8589934592, 2577022976, 70.0, 4525428736, 107941888, 2460807168, 2122092544, 2064621568], "cpu percent": 59.1, "cpu times": [22612.18, 0.0, 12992.38, 102624.04], "cpu count": 4, "cpu stats": [110955, 504058, 130337047, 518089], "cpu swap": [2147483648, 1096548352, 1050935296, 51.1, 44743286784, 329093120], "partitions": [["/dev/disk1s6", "/", "apfs", "ro,local,rootfs,dovolfs,journaled,multilabel"], ["/dev/disk1s5", "/System/Volumes/Data", "apfs", "rw,local,dovolfs,dontbrowse,journaled,multilabel"], ["/dev/disk1s4", "/private/var/vm", "apfs", "rw,local,dovolfs,dontbrowse,journaled,multilabel"], ["/dev/disk1s1", "/Volumes/Macintosh HD - Data", "apfs", "rw,local,dovolfs,journaled,multilabel"]], "disk usage": [499963174912, 10985529344, 317145075712, 3.3], "disk io counters": [1689675, 1773144, 52597518336, 34808844288, 1180797, 1136731], "battery": [100, -2, true], "boot time": 1596411904.0}, "space left": 317.145075712}, "session id": "fc54dd66-d5bc-11ea-9c75-acde48001122", "classes": ["class_"], "problem type": "regression", "model name": "gender_tpot_regression.pickle", "model type": "tpot", "metrics": {"mean_absolute_error": 0.37026379788606023, "mean_squared_error": 0.16954440031335424, "median_absolute_error": 0.410668441980656, "r2_score": 0.3199385720764347}, "settings": {"version": "1.0.0", "augment_data": false, "balance_data": true, "clean_data": false, "create_csv": true, "default_audio_augmenters": ["augment_tsaug"], "default_audio_cleaners": ["clean_mono16hz"], "default_audio_features": ["librosa_features"], "default_audio_transcriber": ["deepspeech_dict"], "default_csv_augmenters": ["augment_ctgan_regression"], "default_csv_cleaners": ["clean_csv"], "default_csv_features": ["csv_features"], "default_csv_transcriber": ["raw text"], "default_dimensionality_reducer": ["pca"], "default_feature_selector": ["rfe"], "default_image_augmenters": ["augment_imaug"], "default_image_cleaners": ["clean_greyscale"], "default_image_features": ["image_features"], "default_image_transcriber": ["tesseract"], "default_outlier_detector": ["isolationforest"], "default_scaler": ["standard_scaler"], "default_text_augmenters": ["augment_textacy"], "default_text_cleaners": ["remove_duplicates"], "default_text_features": ["nltk_features"], "default_text_transcriber": ["raw text"], "default_training_script": ["tpot"], "default_video_augmenters": ["augment_vidaug"], "default_video_cleaners": ["remove_duplicates"], "default_video_features": ["video_features"], "default_video_transcriber": ["tesseract (averaged over frames)"], "dimension_number": 2, "feature_number": 20, "model_compress": false, "reduce_dimensions": false, 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