Run
1852565

Run 1852565

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_08.05.53_2017
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Flow

DeepForest.DeepForest(4)Automatically created scikit-learn flow.
DeepForest.DeepForest(4)_composition{'ExtraTreesClassifier1': {'max_leaf_nodes': None, 'min_impurity_split': 1e-07, 'min_samples_leaf': 1, 'warm_start': False, 'random_state': None, 'max_features': 1, 'min_samples_split': 0.004, 'n_estimators': 512, 'bootstrap': False, 'min_weight_fraction_leaf': 0.0, 'class_weight': None, 'oob_score': False, 'verbose': 0, 'criterion': 'entropy', 'max_depth': None, 'n_jobs': -1}, 'ExtraTreesClassifier0': {'max_leaf_nodes': None, 'min_impurity_split': 1e-07, 'min_samples_leaf': 1, 'warm_start': False, 'random_state': None, 'max_features': 1, 'min_samples_split': 0.004, 'n_estimators': 512, 'bootstrap': False, 'min_weight_fraction_leaf': 0.0, 'class_weight': None, 'oob_score': False, 'verbose': 0, 'criterion': 'gini', 'max_depth': None, 'n_jobs': -1}, 'RandomForestClassifier0': {'max_leaf_nodes': None, 'min_impurity_split': 1e-07, 'min_samples_leaf': 1, 'warm_start': False, 'random_state': None, 'max_features': 0.1, 'min_samples_split': 0.004, 'n_estimators': 512, 'bootstrap': True, 'min_weight_fraction_leaf': 0.
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

0.8727
Per class
Cross-validation details (10-fold Crossvalidation)
0.7987
Per class
Cross-validation details (10-fold Crossvalidation)
0.5942
Cross-validation details (10-fold Crossvalidation)
1713.2661
Cross-validation details (10-fold Crossvalidation)
0.2854
Cross-validation details (10-fold Crossvalidation)
0.4964
Cross-validation details (10-fold Crossvalidation)
3751
Per class
Cross-validation details (10-fold Crossvalidation)
0.7987
Per class
Cross-validation details (10-fold Crossvalidation)
0.799
Cross-validation details (10-fold Crossvalidation)
0.9948
Cross-validation details (10-fold Crossvalidation)
0.799
Per class
Cross-validation details (10-fold Crossvalidation)
0.575
Cross-validation details (10-fold Crossvalidation)
0.4982
Cross-validation details (10-fold Crossvalidation)
0.3775
Cross-validation details (10-fold Crossvalidation)
0.7577
Cross-validation details (10-fold Crossvalidation)