Run
1852533

Run 1852533

Task 145677 (Supervised Classification) Bioresponse Uploaded 14-03-2017 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. Tue_Mar_14_17.56.29_2017
Issue #Downvotes for this reason By


Flow

DeepForest.DeepForest(3)Automatically created scikit-learn flow.
DeepForest.DeepForest(3)_gbc_params{'n_estimators': 1024, 'learning_rate': 0.03, 'max_features': 'sqrt', 'max_depth': 8}
DeepForest.DeepForest(3)_n_estimators1024
DeepForest.DeepForest(3)_n_splits3
DeepForest.DeepForest(3)_rfc_params{'n_estimators': 1024, 'n_jobs': -1, 'max_features': 0.1, 'min_samples_leaf': 2, 'criterion': 'entropy'}
DeepForest.DeepForest(3)_xgbc_params{'min_child_weight': 2, 'learning_rate': 0.03, 'n_estimators': 1024, 'colsample_bytree': 0.9, 'nthread': 1, 'max_depth': 8}

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

0.8852
Per class
Cross-validation details (10-fold Crossvalidation)
0.8048
Per class
Cross-validation details (10-fold Crossvalidation)
0.6064
Cross-validation details (10-fold Crossvalidation)
1974.517
Cross-validation details (10-fold Crossvalidation)
0.246
Cross-validation details (10-fold Crossvalidation)
0.4964
Cross-validation details (10-fold Crossvalidation)
3751
Per class
Cross-validation details (10-fold Crossvalidation)
0.8049
Per class
Cross-validation details (10-fold Crossvalidation)
0.8051
Cross-validation details (10-fold Crossvalidation)
0.9948
Cross-validation details (10-fold Crossvalidation)
0.8051
Per class
Cross-validation details (10-fold Crossvalidation)
0.4956
Cross-validation details (10-fold Crossvalidation)
0.4982
Cross-validation details (10-fold Crossvalidation)
0.3713
Cross-validation details (10-fold Crossvalidation)
0.7452
Cross-validation details (10-fold Crossvalidation)