Run
9204053

Run 9204053

Task 9945 (Supervised Classification) walking-activity Uploaded 29-06-2018 by Lloyd Fasting
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Flow

sklearn.tree.tree.ExtraTreeClassifier(15)Automatically created scikit-learn flow.
sklearn.tree.tree.ExtraTreeClassifier(15)_class_weightnull
sklearn.tree.tree.ExtraTreeClassifier(15)_criterion"gini"
sklearn.tree.tree.ExtraTreeClassifier(15)_max_depthnull
sklearn.tree.tree.ExtraTreeClassifier(15)_max_features"auto"
sklearn.tree.tree.ExtraTreeClassifier(15)_max_leaf_nodesnull
sklearn.tree.tree.ExtraTreeClassifier(15)_min_impurity_decrease0.0
sklearn.tree.tree.ExtraTreeClassifier(15)_min_impurity_splitnull
sklearn.tree.tree.ExtraTreeClassifier(15)_min_samples_leaf1
sklearn.tree.tree.ExtraTreeClassifier(15)_min_samples_split2
sklearn.tree.tree.ExtraTreeClassifier(15)_min_weight_fraction_leaf0.0
sklearn.tree.tree.ExtraTreeClassifier(15)_random_state46261
sklearn.tree.tree.ExtraTreeClassifier(15)_splitter"random"

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
0.7574 ± 0.0032
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5485 ± 0.0058
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5094 ± 0.0065
Cross-validation details (10-fold Crossvalidation)
KB relative information score
75993.7087 ± 96.4705
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.041 ± 0.0005
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0836 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
149332
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5484 ± 0.0055
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5487 ± 0.006
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.9917
Cross-validation details (10-fold Crossvalidation)
Recall
0.5487 ± 0.006
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4905 ± 0.0066
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2045 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2026 ± 0.0013
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9905 ± 0.0066
Cross-validation details (10-fold Crossvalidation)