Run
1852553

Run 1852553

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_02.26.43_2017
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Flow

DeepForest.DeepForest(4)Automatically created scikit-learn flow.
DeepForest.DeepForest(4)_composition{'XGBClassifier0': {'nthread': 1, 'base_score': 0.5, 'max_depth': 8, 'max_delta_step': 0, 'silent': True, 'reg_lambda': 1, 'colsample_bytree': 1, 'n_estimators': 200, 'min_child_weight': 1, 'colsample_bylevel': 1, 'gamma': 0, 'seed': 0, 'subsample': 1, 'objective': 'binary:logistic', 'missing': None, 'learning_rate': 0.005, 'scale_pos_weight': 1, 'reg_alpha': 0}, 'RandomForestClassifier0': {'criterion': 'entropy', 'max_leaf_nodes': None, 'warm_start': False, 'oob_score': False, 'n_estimators': 300, 'min_samples_leaf': 1, 'max_features': 0.1, 'class_weight': None, 'min_samples_split': 2, 'min_impurity_split': 1e-07, 'bootstrap': True, 'verbose': 0, 'n_jobs': 1, 'min_weight_fraction_leaf': 0.0, 'random_state': None, 'max_depth': None}, 'ExtraTreesClassifier1': {'criterion': 'entropy', 'max_leaf_nodes': 10, 'warm_start': False, 'oob_score': False, 'n_estimators': 300, 'min_samples_leaf': 1, 'max_features': 1, 'class_weight': None, 'min_samples_split': 2, 'min_impurity_split': 1e-07, 'bootstrap': False, 'verbose'
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

0.8832
Per class
Cross-validation details (10-fold Crossvalidation)
0.813
Per class
Cross-validation details (10-fold Crossvalidation)
0.6231
Cross-validation details (10-fold Crossvalidation)
1808.6351
Cross-validation details (10-fold Crossvalidation)
0.273
Cross-validation details (10-fold Crossvalidation)
0.4964
Cross-validation details (10-fold Crossvalidation)
3751
Per class
Cross-validation details (10-fold Crossvalidation)
0.813
Per class
Cross-validation details (10-fold Crossvalidation)
0.8131
Cross-validation details (10-fold Crossvalidation)
0.9948
Cross-validation details (10-fold Crossvalidation)
0.8131
Per class
Cross-validation details (10-fold Crossvalidation)
0.55
Cross-validation details (10-fold Crossvalidation)
0.4982
Cross-validation details (10-fold Crossvalidation)
0.3687
Cross-validation details (10-fold Crossvalidation)
0.7401
Cross-validation details (10-fold Crossvalidation)