Run
10417339

Run 10417339

Task 3 (Supervised Classification) kr-vs-kp Uploaded 14-11-2019 by Pieter Gijsbers
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

sklearn.tree.tree.DecisionTreeClassifier(55)A decision tree classifier.
sklearn.tree.tree.DecisionTreeClassifier(55)_class_weightnull
sklearn.tree.tree.DecisionTreeClassifier(55)_criterion"gini"
sklearn.tree.tree.DecisionTreeClassifier(55)_max_depthnull
sklearn.tree.tree.DecisionTreeClassifier(55)_max_featuresnull
sklearn.tree.tree.DecisionTreeClassifier(55)_max_leaf_nodesnull
sklearn.tree.tree.DecisionTreeClassifier(55)_min_impurity_decrease0.0
sklearn.tree.tree.DecisionTreeClassifier(55)_min_impurity_splitnull
sklearn.tree.tree.DecisionTreeClassifier(55)_min_samples_leaf1
sklearn.tree.tree.DecisionTreeClassifier(55)_min_samples_split2
sklearn.tree.tree.DecisionTreeClassifier(55)_min_weight_fraction_leaf0.0
sklearn.tree.tree.DecisionTreeClassifier(55)_presortfalse
sklearn.tree.tree.DecisionTreeClassifier(55)_random_state50715
sklearn.tree.tree.DecisionTreeClassifier(55)_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
0.9956 ± 0.0035
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9956 ± 0.0034
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9912 ± 0.0068
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.9912 ± 0.0068
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0044 ± 0.0034
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.499 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
3196
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9956 ± 0.0033
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9956 ± 0.0034
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9986 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Recall
0.9956 ± 0.0034
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0088 ± 0.0067
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4995 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0662 ± 0.0344
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1325 ± 0.0689
Cross-validation details (10-fold Crossvalidation)