Run
1852863

Run 1852863

Task 145677 (Supervised Classification) Bioresponse Uploaded 17-03-2017 by Jeroen van Hoof
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  • Fri_Mar_17_01.45.14_2017 NumPy_1.11.2. Python_3.5.2. run_task SciPy_0.18.1. Sklearn_0.18.1. __main__.AUCLGBMClassifier
Issue #Downvotes for this reason By


Flow

__main__.AUCLGBMClassifier(1)Automatically created scikit-learn flow.
__main__.AUCLGBMClassifier(1)_boosting_typedart
__main__.AUCLGBMClassifier(1)_colsample_bytree1
__main__.AUCLGBMClassifier(1)_drop_rate0.1
__main__.AUCLGBMClassifier(1)_is_unbalanceFalse
__main__.AUCLGBMClassifier(1)_learning_rate0.075
__main__.AUCLGBMClassifier(1)_max_bin750
__main__.AUCLGBMClassifier(1)_max_depth-1
__main__.AUCLGBMClassifier(1)_max_drop50
__main__.AUCLGBMClassifier(1)_min_child_samples10
__main__.AUCLGBMClassifier(1)_min_child_weight5
__main__.AUCLGBMClassifier(1)_min_split_gain0
__main__.AUCLGBMClassifier(1)_n_estimators900
__main__.AUCLGBMClassifier(1)_nthread-1
__main__.AUCLGBMClassifier(1)_num_leaves256
__main__.AUCLGBMClassifier(1)_objectivebinary
__main__.AUCLGBMClassifier(1)_reg_alpha0
__main__.AUCLGBMClassifier(1)_reg_lambda0
__main__.AUCLGBMClassifier(1)_scale_pos_weight1
__main__.AUCLGBMClassifier(1)_seed0
__main__.AUCLGBMClassifier(1)_sigmoid1.0
__main__.AUCLGBMClassifier(1)_silentTrue
__main__.AUCLGBMClassifier(1)_skip_drop0.5
__main__.AUCLGBMClassifier(1)_subsample0.9
__main__.AUCLGBMClassifier(1)_subsample_for_bin50000
__main__.AUCLGBMClassifier(1)_subsample_freq1
__main__.AUCLGBMClassifier(1)_uniform_dropFalse
__main__.AUCLGBMClassifier(1)_xgboost_dart_modeFalse

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

Area under ROC curve
0.8835
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8047
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6061
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2018.289
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2374
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4964
Cross-validation details (10-fold Crossvalidation)
Number of instances
3751
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8049
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8051
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.8051
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4781
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.377
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7568
Cross-validation details (10-fold Crossvalidation)