z4fL/prediction-win-mpl-id-s14

Model description

This is a RandomForestClassifier model trained on mpl_id_s14 dataset.

Intended uses & limitations

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Training Procedure

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Hyperparameters

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Hyperparameter	Value
bootstrap	True
ccp_alpha	0.0
class_weight
criterion	gini
max_depth	2
max_features	sqrt
max_leaf_nodes
max_samples
min_impurity_decrease	0.0
min_samples_leaf	8
min_samples_split	2
min_weight_fraction_leaf	0.0
monotonic_cst
n_estimators	50
n_jobs
oob_score	False
random_state	91
verbose	0
warm_start	False

Model Plot

RandomForestClassifier(max_depth=2, min_samples_leaf=8, n_estimators=50,random_state=91)

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Evaluation Results

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How to Get Started with the Model

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Model Card Authors

z4fL

Model Card Contact

You can contact the model card authors through following channels: [More Information Needed]

Citation

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BibTeX:

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Limitations

This model is only trained with MPL ID Season 14 data

confusion_matrix