Run
1852552

Run 1852552

Task 145677 (Supervised Classification) Bioresponse Uploaded 15-03-2017 by Jeroen van Hoof
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  • DeepForest.DeepForest NumPy_1.11.2. Python_3.5.2. run_task SciPy_0.18.1. Sklearn_0.18.1. Wed_Mar_15_01.24.12_2017
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Flow

DeepForest.DeepForest(4)Automatically created scikit-learn flow.
DeepForest.DeepForest(4)_composition{'RandomForestClassifier0': {'random_state': None, 'max_depth': None, 'n_estimators': 100, 'max_leaf_nodes': None, 'bootstrap': True, 'min_impurity_split': 1e-07, 'criterion': 'entropy', 'warm_start': False, 'max_features': 0.1, 'min_samples_split': 2, 'n_jobs': 1, 'min_weight_fraction_leaf': 0.0, 'class_weight': None, 'min_samples_leaf': 1, 'verbose': 0, 'oob_score': False}, 'ExtraTreesClassifier0': {'random_state': None, 'max_depth': None, 'n_estimators': 100, 'max_leaf_nodes': 10, 'bootstrap': False, 'min_impurity_split': 1e-07, 'criterion': 'gini', 'warm_start': False, 'max_features': 1, 'min_samples_split': 2, 'n_jobs': -1, 'min_weight_fraction_leaf': 0.0, 'class_weight': None, 'min_samples_leaf': 1, 'verbose': 0, 'oob_score': False}, 'RandomForestClassifier1': {'random_state': None, 'max_depth': None, 'n_estimators': 100, 'max_leaf_nodes': None, 'bootstrap': True, 'min_impurity_split': 1e-07, 'criterion': 'gini', 'warm_start': False, 'max_features': 0.1, 'min_samples_split': 2, 'n_jobs': 1, 'min_weight_
DeepForest.DeepForest(4)_n_splits3

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

0.8816
Per class
Cross-validation details (10-fold Crossvalidation)
0.8071
Per class
Cross-validation details (10-fold Crossvalidation)
0.611
Cross-validation details (10-fold Crossvalidation)
1787.503
Cross-validation details (10-fold Crossvalidation)
0.2756
Cross-validation details (10-fold Crossvalidation)
0.4964
Cross-validation details (10-fold Crossvalidation)
3751
Per class
Cross-validation details (10-fold Crossvalidation)
0.807
Per class
Cross-validation details (10-fold Crossvalidation)
0.8073
Cross-validation details (10-fold Crossvalidation)
0.9948
Cross-validation details (10-fold Crossvalidation)
0.8073
Per class
Cross-validation details (10-fold Crossvalidation)
0.5551
Cross-validation details (10-fold Crossvalidation)
0.4982
Cross-validation details (10-fold Crossvalidation)
0.3704
Cross-validation details (10-fold Crossvalidation)
0.7435
Cross-validation details (10-fold Crossvalidation)