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# gender_classification_with_undecided

This model is a fine-tuned version of [PropulseLab/gender_classification_with_undecided](https://huggingface.co/PropulseLab/gender_classification_with_undecided) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 0.2731
- Accuracy: 0.724
- Proportion Undecided: 0.162
- Proportion False Predictions: 0.1140
- Reliability: 0.805

## Model description

More information needed

## Intended uses & limitations

More information needed

## Training and evaluation data

More information needed

## Training procedure

### Training hyperparameters

The following hyperparameters were used during training:
- learning_rate: 3e-05
- train_batch_size: 32
- eval_batch_size: 32
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 1

### Training results

| Training Loss | Epoch | Step | Validation Loss | Accuracy | Proportion Undecided | Proportion False Predictions | Reliability |
|:-------------:|:-----:|:----:|:---------------:|:--------:|:--------------------:|:----------------------------:|:-----------:|
| 0.1257        | 0.0   | 20   | 0.6144          | 0.752    | 0.038                | 0.21                         | 0.771       |
| 0.127         | 0.01  | 40   | 0.4617          | 0.706    | 0.108                | 0.1860                       | 0.7600      |
| 0.1067        | 0.01  | 60   | 0.5326          | 0.772    | 0.046                | 0.182                        | 0.795       |
| 0.2943        | 0.02  | 80   | 0.3552          | 0.67     | 0.174                | 0.1560                       | 0.7570      |
| 0.353         | 0.02  | 100  | 0.3117          | 0.656    | 0.246                | 0.0980                       | 0.779       |
| 0.2977        | 0.03  | 120  | 0.3081          | 0.7      | 0.178                | 0.1220                       | 0.7890      |
| 0.3163        | 0.03  | 140  | 0.3121          | 0.7      | 0.126                | 0.1740                       | 0.7630      |
| 0.2865        | 0.03  | 160  | 0.3571          | 0.698    | 0.144                | 0.1580                       | 0.77        |
| 0.3019        | 0.04  | 180  | 0.2939          | 0.666    | 0.228                | 0.1060                       | 0.78        |
| 0.3421        | 0.04  | 200  | 0.3238          | 0.688    | 0.19                 | 0.1220                       | 0.7830      |
| 0.313         | 0.05  | 220  | 0.2961          | 0.696    | 0.18                 | 0.1240                       | 0.7860      |
| 0.2992        | 0.05  | 240  | 0.3435          | 0.692    | 0.17                 | 0.1380                       | 0.777       |
| 0.3263        | 0.06  | 260  | 0.2899          | 0.7      | 0.184                | 0.1160                       | 0.7920      |
| 0.2998        | 0.06  | 280  | 0.2913          | 0.668    | 0.228                | 0.1040                       | 0.782       |
| 0.2894        | 0.06  | 300  | 0.2970          | 0.66     | 0.244                | 0.0960                       | 0.782       |
| 0.3306        | 0.07  | 320  | 0.2956          | 0.656    | 0.256                | 0.0880                       | 0.784       |
| 0.2769        | 0.07  | 340  | 0.2898          | 0.702    | 0.172                | 0.1260                       | 0.7880      |
| 0.2548        | 0.08  | 360  | 0.2973          | 0.67     | 0.21                 | 0.1200                       | 0.775       |
| 0.2863        | 0.08  | 380  | 0.2864          | 0.66     | 0.248                | 0.0920                       | 0.784       |
| 0.3366        | 0.09  | 400  | 0.2871          | 0.71     | 0.172                | 0.1180                       | 0.7960      |
| 0.2847        | 0.09  | 420  | 0.2981          | 0.682    | 0.198                | 0.1200                       | 0.7810      |
| 0.3201        | 0.09  | 440  | 0.2879          | 0.606    | 0.318                | 0.0760                       | 0.7650      |
| 0.3323        | 0.1   | 460  | 0.3265          | 0.59     | 0.318                | 0.0920                       | 0.7490      |
| 0.2985        | 0.1   | 480  | 0.3036          | 0.702    | 0.172                | 0.1260                       | 0.7880      |
| 0.3038        | 0.11  | 500  | 0.2841          | 0.636    | 0.294                | 0.07                         | 0.7830      |
| 0.2954        | 0.11  | 520  | 0.3070          | 0.714    | 0.16                 | 0.1260                       | 0.794       |
| 0.3065        | 0.12  | 540  | 0.2895          | 0.694    | 0.19                 | 0.1160                       | 0.7890      |
| 0.2842        | 0.12  | 560  | 0.2996          | 0.716    | 0.156                | 0.1280                       | 0.794       |
| 0.2619        | 0.12  | 580  | 0.3075          | 0.728    | 0.136                | 0.136                        | 0.796       |
| 0.3124        | 0.13  | 600  | 0.2957          | 0.716    | 0.156                | 0.1280                       | 0.794       |
| 0.2951        | 0.13  | 620  | 0.2986          | 0.726    | 0.134                | 0.14                         | 0.7930      |
| 0.3118        | 0.14  | 640  | 0.2952          | 0.694    | 0.182                | 0.1240                       | 0.7850      |
| 0.3161        | 0.14  | 660  | 0.3019          | 0.72     | 0.152                | 0.1280                       | 0.796       |
| 0.3139        | 0.15  | 680  | 0.2937          | 0.694    | 0.176                | 0.1300                       | 0.7820      |
| 0.2921        | 0.15  | 700  | 0.3076          | 0.678    | 0.208                | 0.1140                       | 0.782       |
| 0.3195        | 0.15  | 720  | 0.3001          | 0.652    | 0.244                | 0.1040                       | 0.774       |
| 0.3202        | 0.16  | 740  | 0.3108          | 0.652    | 0.248                | 0.1000                       | 0.776       |
| 0.3211        | 0.16  | 760  | 0.2999          | 0.64     | 0.268                | 0.0920                       | 0.774       |
| 0.2988        | 0.17  | 780  | 0.3077          | 0.658    | 0.244                | 0.0980                       | 0.78        |
| 0.3043        | 0.17  | 800  | 0.3057          | 0.678    | 0.218                | 0.1040                       | 0.787       |
| 0.3183        | 0.17  | 820  | 0.3060          | 0.724    | 0.146                | 0.1300                       | 0.797       |
| 0.3034        | 0.18  | 840  | 0.2974          | 0.732    | 0.124                | 0.1440                       | 0.794       |
| 0.3019        | 0.18  | 860  | 0.2916          | 0.694    | 0.188                | 0.1180                       | 0.7880      |
| 0.2751        | 0.19  | 880  | 0.3101          | 0.716    | 0.148                | 0.1360                       | 0.79        |
| 0.2937        | 0.19  | 900  | 0.3065          | 0.7      | 0.158                | 0.1420                       | 0.779       |
| 0.3157        | 0.2   | 920  | 0.3045          | 0.688    | 0.19                 | 0.1220                       | 0.7830      |
| 0.3001        | 0.2   | 940  | 0.3340          | 0.68     | 0.184                | 0.1360                       | 0.7720      |
| 0.2854        | 0.2   | 960  | 0.3091          | 0.69     | 0.174                | 0.1360                       | 0.7770      |
| 0.302         | 0.21  | 980  | 0.2927          | 0.674    | 0.214                | 0.1120                       | 0.781       |
| 0.2762        | 0.21  | 1000 | 0.3080          | 0.682    | 0.206                | 0.1120                       | 0.785       |
| 0.2772        | 0.22  | 1020 | 0.3143          | 0.69     | 0.188                | 0.1220                       | 0.7840      |
| 0.3002        | 0.22  | 1040 | 0.3019          | 0.716    | 0.15                 | 0.1340                       | 0.791       |
| 0.2889        | 0.23  | 1060 | 0.3163          | 0.686    | 0.202                | 0.1120                       | 0.7870      |
| 0.2919        | 0.23  | 1080 | 0.3155          | 0.664    | 0.226                | 0.1100                       | 0.777       |
| 0.2784        | 0.23  | 1100 | 0.3053          | 0.684    | 0.198                | 0.1180                       | 0.7830      |
| 0.2861        | 0.24  | 1120 | 0.3099          | 0.704    | 0.158                | 0.1380                       | 0.783       |
| 0.275         | 0.24  | 1140 | 0.2935          | 0.674    | 0.21                 | 0.1160                       | 0.779       |
| 0.3163        | 0.25  | 1160 | 0.2994          | 0.704    | 0.18                 | 0.1160                       | 0.7940      |
| 0.2736        | 0.25  | 1180 | 0.3139          | 0.708    | 0.156                | 0.1360                       | 0.786       |
| 0.2541        | 0.26  | 1200 | 0.3025          | 0.672    | 0.214                | 0.1140                       | 0.779       |
| 0.25          | 0.26  | 1220 | 0.3115          | 0.69     | 0.194                | 0.1160                       | 0.7870      |
| 0.3225        | 0.26  | 1240 | 0.3085          | 0.67     | 0.214                | 0.1160                       | 0.777       |
| 0.2723        | 0.27  | 1260 | 0.3207          | 0.714    | 0.15                 | 0.1360                       | 0.789       |
| 0.293         | 0.27  | 1280 | 0.2914          | 0.698    | 0.174                | 0.1280                       | 0.7850      |
| 0.3051        | 0.28  | 1300 | 0.2971          | 0.676    | 0.206                | 0.1180                       | 0.779       |
| 0.2824        | 0.28  | 1320 | 0.2957          | 0.666    | 0.222                | 0.1120                       | 0.777       |
| 0.2989        | 0.29  | 1340 | 0.3050          | 0.72     | 0.14                 | 0.14                         | 0.79        |
| 0.2853        | 0.29  | 1360 | 0.2930          | 0.712    | 0.15                 | 0.1380                       | 0.787       |
| 0.2568        | 0.29  | 1380 | 0.2976          | 0.702    | 0.166                | 0.1320                       | 0.785       |
| 0.2676        | 0.3   | 1400 | 0.2955          | 0.67     | 0.218                | 0.1120                       | 0.779       |
| 0.2838        | 0.3   | 1420 | 0.3011          | 0.676    | 0.21                 | 0.1140                       | 0.781       |
| 0.2675        | 0.31  | 1440 | 0.3133          | 0.712    | 0.156                | 0.1320                       | 0.79        |
| 0.3106        | 0.31  | 1460 | 0.3007          | 0.66     | 0.232                | 0.1080                       | 0.776       |
| 0.2789        | 0.32  | 1480 | 0.3188          | 0.73     | 0.124                | 0.1460                       | 0.792       |
| 0.3178        | 0.32  | 1500 | 0.3061          | 0.718    | 0.144                | 0.1380                       | 0.79        |
| 0.3314        | 0.32  | 1520 | 0.2947          | 0.684    | 0.192                | 0.1240                       | 0.7800      |
| 0.284         | 0.33  | 1540 | 0.3080          | 0.696    | 0.162                | 0.1420                       | 0.777       |
| 0.2822        | 0.33  | 1560 | 0.3216          | 0.718    | 0.138                | 0.1440                       | 0.7870      |
| 0.2417        | 0.34  | 1580 | 0.3454          | 0.712    | 0.142                | 0.1460                       | 0.783       |
| 0.2886        | 0.34  | 1600 | 0.3177          | 0.716    | 0.14                 | 0.1440                       | 0.786       |
| 0.2863        | 0.35  | 1620 | 0.3058          | 0.664    | 0.222                | 0.1140                       | 0.775       |
| 0.2729        | 0.35  | 1640 | 0.3048          | 0.698    | 0.166                | 0.1360                       | 0.781       |
| 0.3077        | 0.35  | 1660 | 0.3024          | 0.662    | 0.232                | 0.1060                       | 0.778       |
| 0.2936        | 0.36  | 1680 | 0.3046          | 0.7      | 0.168                | 0.1320                       | 0.784       |
| 0.2785        | 0.36  | 1700 | 0.3551          | 0.726    | 0.124                | 0.1500                       | 0.788       |
| 0.3008        | 0.37  | 1720 | 0.3081          | 0.722    | 0.14                 | 0.138                        | 0.792       |
| 0.2856        | 0.37  | 1740 | 0.2988          | 0.714    | 0.158                | 0.1280                       | 0.793       |
| 0.2854        | 0.38  | 1760 | 0.2998          | 0.692    | 0.186                | 0.1220                       | 0.7850      |
| 0.2815        | 0.38  | 1780 | 0.3025          | 0.684    | 0.202                | 0.1140                       | 0.7850      |
| 0.3104        | 0.38  | 1800 | 0.2939          | 0.676    | 0.218                | 0.1060                       | 0.785       |
| 0.3142        | 0.39  | 1820 | 0.2846          | 0.69     | 0.208                | 0.1020                       | 0.7940      |
| 0.2408        | 0.39  | 1840 | 0.2882          | 0.712    | 0.162                | 0.1260                       | 0.793       |
| 0.3031        | 0.4   | 1860 | 0.2907          | 0.716    | 0.152                | 0.1320                       | 0.792       |
| 0.2663        | 0.4   | 1880 | 0.2992          | 0.724    | 0.148                | 0.1280                       | 0.798       |
| 0.2822        | 0.41  | 1900 | 0.2837          | 0.702    | 0.18                 | 0.1180                       | 0.7920      |
| 0.2575        | 0.41  | 1920 | 0.3161          | 0.698    | 0.174                | 0.1280                       | 0.7850      |
| 0.3273        | 0.41  | 1940 | 0.2814          | 0.704    | 0.182                | 0.1140                       | 0.7950      |
| 0.2814        | 0.42  | 1960 | 0.2932          | 0.702    | 0.182                | 0.1160                       | 0.7930      |
| 0.2699        | 0.42  | 1980 | 0.2941          | 0.68     | 0.2                  | 0.1200                       | 0.7800      |
| 0.2387        | 0.43  | 2000 | 0.3010          | 0.712    | 0.17                 | 0.1180                       | 0.797       |
| 0.2727        | 0.43  | 2020 | 0.2989          | 0.72     | 0.158                | 0.1220                       | 0.799       |
| 0.3489        | 0.44  | 2040 | 0.2872          | 0.716    | 0.162                | 0.1220                       | 0.797       |
| 0.2767        | 0.44  | 2060 | 0.2836          | 0.726    | 0.156                | 0.1180                       | 0.804       |
| 0.2705        | 0.44  | 2080 | 0.2885          | 0.734    | 0.134                | 0.132                        | 0.8010      |
| 0.3149        | 0.45  | 2100 | 0.2928          | 0.714    | 0.154                | 0.1320                       | 0.791       |
| 0.2484        | 0.45  | 2120 | 0.2822          | 0.722    | 0.158                | 0.1200                       | 0.801       |
| 0.3137        | 0.46  | 2140 | 0.2888          | 0.73     | 0.148                | 0.1220                       | 0.804       |
| 0.2426        | 0.46  | 2160 | 0.2863          | 0.73     | 0.14                 | 0.13                         | 0.8         |
| 0.286         | 0.47  | 2180 | 0.2968          | 0.73     | 0.144                | 0.1260                       | 0.802       |
| 0.2876        | 0.47  | 2200 | 0.2880          | 0.724    | 0.154                | 0.1220                       | 0.801       |
| 0.2171        | 0.47  | 2220 | 0.2891          | 0.728    | 0.138                | 0.134                        | 0.7970      |
| 0.3161        | 0.48  | 2240 | 0.2793          | 0.718    | 0.16                 | 0.1220                       | 0.798       |
| 0.3031        | 0.48  | 2260 | 0.2879          | 0.724    | 0.142                | 0.1340                       | 0.795       |
| 0.261         | 0.49  | 2280 | 0.2856          | 0.72     | 0.162                | 0.1180                       | 0.801       |
| 0.2693        | 0.49  | 2300 | 0.2837          | 0.718    | 0.168                | 0.1140                       | 0.802       |
| 0.2869        | 0.49  | 2320 | 0.2927          | 0.734    | 0.14                 | 0.126                        | 0.804       |
| 0.2567        | 0.5   | 2340 | 0.2951          | 0.74     | 0.118                | 0.1420                       | 0.7990      |
| 0.3409        | 0.5   | 2360 | 0.2814          | 0.718    | 0.162                | 0.1200                       | 0.799       |
| 0.2453        | 0.51  | 2380 | 0.2844          | 0.714    | 0.152                | 0.1340                       | 0.79        |
| 0.2935        | 0.51  | 2400 | 0.2831          | 0.716    | 0.168                | 0.1160                       | 0.8         |
| 0.309         | 0.52  | 2420 | 0.2827          | 0.718    | 0.17                 | 0.1120                       | 0.803       |
| 0.3091        | 0.52  | 2440 | 0.2796          | 0.706    | 0.174                | 0.1200                       | 0.7930      |
| 0.2715        | 0.52  | 2460 | 0.2828          | 0.728    | 0.142                | 0.1300                       | 0.799       |
| 0.2602        | 0.53  | 2480 | 0.2876          | 0.722    | 0.15                 | 0.1280                       | 0.797       |
| 0.32          | 0.53  | 2500 | 0.2864          | 0.734    | 0.142                | 0.1240                       | 0.805       |
| 0.2845        | 0.54  | 2520 | 0.2808          | 0.712    | 0.166                | 0.1220                       | 0.795       |
| 0.2507        | 0.54  | 2540 | 0.2929          | 0.736    | 0.142                | 0.1220                       | 0.807       |
| 0.2619        | 0.55  | 2560 | 0.3053          | 0.738    | 0.126                | 0.136                        | 0.8010      |
| 0.3299        | 0.55  | 2580 | 0.2915          | 0.71     | 0.168                | 0.1220                       | 0.794       |
| 0.3027        | 0.55  | 2600 | 0.2906          | 0.714    | 0.162                | 0.1240                       | 0.795       |
| 0.2685        | 0.56  | 2620 | 0.2901          | 0.716    | 0.154                | 0.1300                       | 0.793       |
| 0.2469        | 0.56  | 2640 | 0.2972          | 0.724    | 0.142                | 0.1340                       | 0.795       |
| 0.268         | 0.57  | 2660 | 0.2959          | 0.708    | 0.166                | 0.1260                       | 0.791       |
| 0.2602        | 0.57  | 2680 | 0.2893          | 0.704    | 0.178                | 0.1180                       | 0.7930      |
| 0.2581        | 0.58  | 2700 | 0.2909          | 0.712    | 0.162                | 0.1260                       | 0.793       |
| 0.2516        | 0.58  | 2720 | 0.2914          | 0.726    | 0.146                | 0.1280                       | 0.799       |
| 0.2597        | 0.58  | 2740 | 0.2867          | 0.73     | 0.146                | 0.1240                       | 0.803       |
| 0.295         | 0.59  | 2760 | 0.2800          | 0.716    | 0.156                | 0.1280                       | 0.794       |
| 0.2727        | 0.59  | 2780 | 0.2777          | 0.728    | 0.158                | 0.1140                       | 0.807       |
| 0.2552        | 0.6   | 2800 | 0.2848          | 0.73     | 0.146                | 0.1240                       | 0.803       |
| 0.2468        | 0.6   | 2820 | 0.2874          | 0.738    | 0.128                | 0.134                        | 0.802       |
| 0.2688        | 0.61  | 2840 | 0.2883          | 0.748    | 0.108                | 0.1440                       | 0.8020      |
| 0.2845        | 0.61  | 2860 | 0.2802          | 0.72     | 0.16                 | 0.1200                       | 0.8         |
| 0.2537        | 0.61  | 2880 | 0.2884          | 0.722    | 0.15                 | 0.1280                       | 0.797       |
| 0.2522        | 0.62  | 2900 | 0.2871          | 0.724    | 0.156                | 0.1200                       | 0.802       |
| 0.2428        | 0.62  | 2920 | 0.2863          | 0.718    | 0.162                | 0.1200                       | 0.799       |
| 0.2743        | 0.63  | 2940 | 0.2801          | 0.708    | 0.178                | 0.1140                       | 0.7970      |
| 0.2732        | 0.63  | 2960 | 0.2856          | 0.714    | 0.166                | 0.1200                       | 0.797       |
| 0.2957        | 0.64  | 2980 | 0.2834          | 0.704    | 0.182                | 0.1140                       | 0.7950      |
| 0.2658        | 0.64  | 3000 | 0.2847          | 0.714    | 0.168                | 0.1180                       | 0.798       |
| 0.2915        | 0.64  | 3020 | 0.2826          | 0.714    | 0.168                | 0.1180                       | 0.798       |
| 0.2592        | 0.65  | 3040 | 0.2818          | 0.734    | 0.148                | 0.1180                       | 0.808       |
| 0.2296        | 0.65  | 3060 | 0.2872          | 0.742    | 0.126                | 0.132                        | 0.8050      |
| 0.2276        | 0.66  | 3080 | 0.2875          | 0.742    | 0.126                | 0.132                        | 0.8050      |
| 0.3152        | 0.66  | 3100 | 0.2785          | 0.72     | 0.17                 | 0.1100                       | 0.805       |
| 0.2799        | 0.67  | 3120 | 0.2767          | 0.72     | 0.162                | 0.1180                       | 0.801       |
| 0.2955        | 0.67  | 3140 | 0.2755          | 0.724    | 0.16                 | 0.1160                       | 0.804       |
| 0.2881        | 0.67  | 3160 | 0.2764          | 0.712    | 0.174                | 0.1140                       | 0.7990      |
| 0.2747        | 0.68  | 3180 | 0.2763          | 0.726    | 0.164                | 0.1100                       | 0.808       |
| 0.2157        | 0.68  | 3200 | 0.2792          | 0.724    | 0.164                | 0.1120                       | 0.806       |
| 0.2747        | 0.69  | 3220 | 0.2819          | 0.72     | 0.168                | 0.1120                       | 0.804       |
| 0.2701        | 0.69  | 3240 | 0.2900          | 0.732    | 0.132                | 0.136                        | 0.798       |
| 0.275         | 0.7   | 3260 | 0.2788          | 0.722    | 0.15                 | 0.1280                       | 0.797       |
| 0.2214        | 0.7   | 3280 | 0.2785          | 0.746    | 0.132                | 0.122                        | 0.812       |
| 0.2342        | 0.7   | 3300 | 0.2862          | 0.744    | 0.126                | 0.13                         | 0.8070      |
| 0.2799        | 0.71  | 3320 | 0.2792          | 0.738    | 0.142                | 0.1200                       | 0.809       |
| 0.2964        | 0.71  | 3340 | 0.2760          | 0.732    | 0.146                | 0.1220                       | 0.805       |
| 0.2767        | 0.72  | 3360 | 0.2715          | 0.732    | 0.15                 | 0.1180                       | 0.807       |
| 0.2743        | 0.72  | 3380 | 0.2744          | 0.736    | 0.138                | 0.126                        | 0.8050      |
| 0.2627        | 0.73  | 3400 | 0.2783          | 0.734    | 0.138                | 0.128                        | 0.8030      |
| 0.2518        | 0.73  | 3420 | 0.2782          | 0.734    | 0.14                 | 0.126                        | 0.804       |
| 0.2941        | 0.73  | 3440 | 0.2829          | 0.728    | 0.142                | 0.1300                       | 0.799       |
| 0.2535        | 0.74  | 3460 | 0.2785          | 0.736    | 0.14                 | 0.124                        | 0.806       |
| 0.2817        | 0.74  | 3480 | 0.2825          | 0.738    | 0.138                | 0.124                        | 0.8070      |
| 0.2955        | 0.75  | 3500 | 0.2826          | 0.718    | 0.16                 | 0.1220                       | 0.798       |
| 0.2567        | 0.75  | 3520 | 0.2825          | 0.72     | 0.154                | 0.1260                       | 0.797       |
| 0.2253        | 0.76  | 3540 | 0.2901          | 0.718    | 0.154                | 0.1280                       | 0.795       |
| 0.243         | 0.76  | 3560 | 0.2837          | 0.734    | 0.14                 | 0.126                        | 0.804       |
| 0.2689        | 0.76  | 3580 | 0.2841          | 0.73     | 0.15                 | 0.1200                       | 0.805       |
| 0.2715        | 0.77  | 3600 | 0.2841          | 0.724    | 0.154                | 0.1220                       | 0.801       |
| 0.2385        | 0.77  | 3620 | 0.2795          | 0.728    | 0.156                | 0.1160                       | 0.806       |
| 0.2692        | 0.78  | 3640 | 0.2755          | 0.726    | 0.16                 | 0.1140                       | 0.806       |
| 0.291         | 0.78  | 3660 | 0.2719          | 0.726    | 0.164                | 0.1100                       | 0.808       |
| 0.2371        | 0.78  | 3680 | 0.2766          | 0.718    | 0.168                | 0.1140                       | 0.802       |
| 0.2715        | 0.79  | 3700 | 0.2772          | 0.732    | 0.146                | 0.1220                       | 0.805       |
| 0.2895        | 0.79  | 3720 | 0.2713          | 0.732    | 0.152                | 0.1160                       | 0.808       |
| 0.2764        | 0.8   | 3740 | 0.2718          | 0.722    | 0.164                | 0.1140                       | 0.804       |
| 0.2644        | 0.8   | 3760 | 0.2781          | 0.71     | 0.176                | 0.1140                       | 0.7980      |
| 0.3123        | 0.81  | 3780 | 0.2803          | 0.706    | 0.18                 | 0.1140                       | 0.7960      |
| 0.2688        | 0.81  | 3800 | 0.2783          | 0.722    | 0.168                | 0.1100                       | 0.806       |
| 0.2747        | 0.81  | 3820 | 0.2792          | 0.724    | 0.16                 | 0.1160                       | 0.804       |
| 0.2838        | 0.82  | 3840 | 0.2792          | 0.736    | 0.14                 | 0.124                        | 0.806       |
| 0.26          | 0.82  | 3860 | 0.2792          | 0.728    | 0.148                | 0.1240                       | 0.802       |
| 0.2433        | 0.83  | 3880 | 0.2774          | 0.734    | 0.14                 | 0.126                        | 0.804       |
| 0.2928        | 0.83  | 3900 | 0.2784          | 0.734    | 0.138                | 0.128                        | 0.8030      |
| 0.2676        | 0.84  | 3920 | 0.2766          | 0.728    | 0.146                | 0.1260                       | 0.801       |
| 0.2815        | 0.84  | 3940 | 0.2751          | 0.72     | 0.158                | 0.1220                       | 0.799       |
| 0.2963        | 0.84  | 3960 | 0.2734          | 0.72     | 0.156                | 0.1240                       | 0.798       |
| 0.2531        | 0.85  | 3980 | 0.2737          | 0.724    | 0.154                | 0.1220                       | 0.801       |
| 0.2449        | 0.85  | 4000 | 0.2745          | 0.728    | 0.146                | 0.1260                       | 0.801       |
| 0.2568        | 0.86  | 4020 | 0.2769          | 0.73     | 0.142                | 0.1280                       | 0.801       |
| 0.2758        | 0.86  | 4040 | 0.2758          | 0.726    | 0.15                 | 0.1240                       | 0.801       |
| 0.2807        | 0.87  | 4060 | 0.2753          | 0.722    | 0.156                | 0.1220                       | 0.8         |
| 0.2597        | 0.87  | 4080 | 0.2765          | 0.72     | 0.158                | 0.1220                       | 0.799       |
| 0.3245        | 0.87  | 4100 | 0.2755          | 0.716    | 0.164                | 0.1200                       | 0.798       |
| 0.3018        | 0.88  | 4120 | 0.2748          | 0.718    | 0.162                | 0.1200                       | 0.799       |
| 0.2504        | 0.88  | 4140 | 0.2733          | 0.718    | 0.162                | 0.1200                       | 0.799       |
| 0.3087        | 0.89  | 4160 | 0.2732          | 0.72     | 0.162                | 0.1180                       | 0.801       |
| 0.2335        | 0.89  | 4180 | 0.2714          | 0.72     | 0.162                | 0.1180                       | 0.801       |
| 0.2795        | 0.9   | 4200 | 0.2706          | 0.72     | 0.164                | 0.1160                       | 0.802       |
| 0.2659        | 0.9   | 4220 | 0.2726          | 0.722    | 0.162                | 0.1160                       | 0.803       |
| 0.235         | 0.9   | 4240 | 0.2726          | 0.726    | 0.156                | 0.1180                       | 0.804       |
| 0.2406        | 0.91  | 4260 | 0.2752          | 0.724    | 0.16                 | 0.1160                       | 0.804       |
| 0.2636        | 0.91  | 4280 | 0.2761          | 0.726    | 0.158                | 0.1160                       | 0.805       |
| 0.2885        | 0.92  | 4300 | 0.2770          | 0.726    | 0.158                | 0.1160                       | 0.805       |
| 0.2802        | 0.92  | 4320 | 0.2784          | 0.724    | 0.156                | 0.1200                       | 0.802       |
| 0.3134        | 0.93  | 4340 | 0.2770          | 0.724    | 0.16                 | 0.1160                       | 0.804       |
| 0.2549        | 0.93  | 4360 | 0.2757          | 0.722    | 0.164                | 0.1140                       | 0.804       |
| 0.2753        | 0.93  | 4380 | 0.2737          | 0.724    | 0.162                | 0.1140                       | 0.805       |
| 0.2842        | 0.94  | 4400 | 0.2732          | 0.722    | 0.164                | 0.1140                       | 0.804       |
| 0.3           | 0.94  | 4420 | 0.2727          | 0.722    | 0.164                | 0.1140                       | 0.804       |
| 0.2957        | 0.95  | 4440 | 0.2715          | 0.72     | 0.166                | 0.1140                       | 0.803       |
| 0.2546        | 0.95  | 4460 | 0.2716          | 0.72     | 0.166                | 0.1140                       | 0.803       |
| 0.2521        | 0.96  | 4480 | 0.2724          | 0.722    | 0.164                | 0.1140                       | 0.804       |
| 0.249         | 0.96  | 4500 | 0.2718          | 0.718    | 0.17                 | 0.1120                       | 0.803       |
| 0.2535        | 0.96  | 4520 | 0.2714          | 0.718    | 0.17                 | 0.1120                       | 0.803       |
| 0.2636        | 0.97  | 4540 | 0.2719          | 0.718    | 0.17                 | 0.1120                       | 0.803       |
| 0.2768        | 0.97  | 4560 | 0.2718          | 0.718    | 0.172                | 0.1100                       | 0.8040      |
| 0.2597        | 0.98  | 4580 | 0.2718          | 0.718    | 0.168                | 0.1140                       | 0.802       |
| 0.2369        | 0.98  | 4600 | 0.2723          | 0.718    | 0.166                | 0.1160                       | 0.801       |
| 0.2875        | 0.99  | 4620 | 0.2726          | 0.72     | 0.166                | 0.1140                       | 0.803       |
| 0.2561        | 0.99  | 4640 | 0.2730          | 0.722    | 0.164                | 0.1140                       | 0.804       |
| 0.2623        | 0.99  | 4660 | 0.2731          | 0.724    | 0.162                | 0.1140                       | 0.805       |
| 0.2561        | 1.0   | 4680 | 0.2731          | 0.724    | 0.162                | 0.1140                       | 0.805       |


### Framework versions

- Transformers 4.37.0
- Pytorch 2.1.2+cu121
- Datasets 2.14.7
- Tokenizers 0.15.0

{"tags": ["generated_from_trainer"], "metrics": ["accuracy"], "base_model": "PropulseLab/gender_classification_with_undecided", "model-index": [{"name": "gender_classification_with_undecided", "results": []}]}
transformers tensorboard safetensors distilbert text-classification generated_from_trainer base_model:PropulseLab/gender_classification_with_undecided autotrain_compatible endpoints_compatible region:us