Run
1851070

Run 1851070

Task 2071 (Supervised Classification) adult Uploaded 11-03-2017 by Jeroen van Hoof
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  • DeepForest.DeepForest NumPy_1.11.2. Python_3.5.2. run_task Sat_Mar_11_06.30.24_2017 SciPy_0.18.1. Sklearn_0.18.1.
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Flow

DeepForest.DeepForest(1)Automatically created sub-component.
DeepForest.DeepForest(1)_n_estimators10
DeepForest.DeepForest(1)_n_levels2
DeepForest.DeepForest(1)_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

Area under ROC curve
0.9042
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8472
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5688
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20218.2725
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2026
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3641
Cross-validation details (10-fold Crossvalidation)
Number of instances
48842
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.846
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8522
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7939
Cross-validation details (10-fold Crossvalidation)
Recall
0.8522
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5565
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4266
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3198
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7495
Cross-validation details (10-fold Crossvalidation)