Run
10434946

Run 10434946

Task 189354 (Supervised Classification) airlines Uploaded 24-12-2019 by Peng YU
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

sklearn.tree._classes.DecisionTreeClassifier(2)A decision tree classifier.
sklearn.tree._classes.DecisionTreeClassifier(2)_ccp_alpha0.0
sklearn.tree._classes.DecisionTreeClassifier(2)_class_weightnull
sklearn.tree._classes.DecisionTreeClassifier(2)_criterion"gini"
sklearn.tree._classes.DecisionTreeClassifier(2)_max_depth1
sklearn.tree._classes.DecisionTreeClassifier(2)_max_featuresnull
sklearn.tree._classes.DecisionTreeClassifier(2)_max_leaf_nodesnull
sklearn.tree._classes.DecisionTreeClassifier(2)_min_impurity_decrease0.0
sklearn.tree._classes.DecisionTreeClassifier(2)_min_impurity_splitnull
sklearn.tree._classes.DecisionTreeClassifier(2)_min_samples_leaf1
sklearn.tree._classes.DecisionTreeClassifier(2)_min_samples_split2
sklearn.tree._classes.DecisionTreeClassifier(2)_min_weight_fraction_leaf0.0
sklearn.tree._classes.DecisionTreeClassifier(2)_presort"deprecated"
sklearn.tree._classes.DecisionTreeClassifier(2)_random_state35675
sklearn.tree._classes.DecisionTreeClassifier(2)_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.

18 Evaluation measures

Area under ROC curve
0.5886 ± 0.0009
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5782 ± 0.0011
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1895 ± 0.0019
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.0689 ± 0.0006
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4671 ± 0.0002
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494 ± 0
Cross-validation details (10-fold Crossvalidation)
Weighted recall
0.6236 ± 0.0009
Cross-validation details (10-fold Crossvalidation)
Number of instances
539383
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6479 ± 0.0019
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6236 ± 0.0009
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9914 ± 0
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9455 ± 0.0005
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4833 ± 0.0003
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9724 ± 0.0006
Cross-validation details (10-fold Crossvalidation)
Unweighted recall
0.5891 ± 0.0009
Cross-validation details (10-fold Crossvalidation)