Run
6005442

Run 6005442

Task 146544 (Supervised Classification) ML2017-challenge-2 Uploaded 17-07-2017 by Berkel
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Flow

sklearn.tree.tree.DecisionTreeClassifier(11)Automatically created scikit-learn flow.
sklearn.tree.tree.DecisionTreeClassifier(11)_class_weightnull
sklearn.tree.tree.DecisionTreeClassifier(11)_criterion"entropy"
sklearn.tree.tree.DecisionTreeClassifier(11)_max_depthnull
sklearn.tree.tree.DecisionTreeClassifier(11)_max_features0.9
sklearn.tree.tree.DecisionTreeClassifier(11)_max_leaf_nodesnull
sklearn.tree.tree.DecisionTreeClassifier(11)_min_impurity_split1e-07
sklearn.tree.tree.DecisionTreeClassifier(11)_min_samples_leaf1
sklearn.tree.tree.DecisionTreeClassifier(11)_min_samples_split4
sklearn.tree.tree.DecisionTreeClassifier(11)_min_weight_fraction_leaf0.0
sklearn.tree.tree.DecisionTreeClassifier(11)_presortfalse
sklearn.tree.tree.DecisionTreeClassifier(11)_random_state28584
sklearn.tree.tree.DecisionTreeClassifier(11)_splitter"best"

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
0.5613
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.751
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.111
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-4249.845
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2524
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2801
Cross-validation details (10-fold Crossvalidation)
Number of instances
39948
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.751
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7511
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.7511
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.901
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4932
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3179
Cross-validation details (10-fold Crossvalidation)