Run
10559858

Run 10559858

Task 5024 (Supervised Regression) ERA Uploaded 26-03-2021 by Tan Zheng
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Flow

sklearn.tree._classes.DecisionTreeRegressor(1)A decision tree regressor.
sklearn.tree._classes.DecisionTreeRegressor(1)_ccp_alpha0.0
sklearn.tree._classes.DecisionTreeRegressor(1)_criterion"mse"
sklearn.tree._classes.DecisionTreeRegressor(1)_max_depthnull
sklearn.tree._classes.DecisionTreeRegressor(1)_max_featuresnull
sklearn.tree._classes.DecisionTreeRegressor(1)_max_leaf_nodesnull
sklearn.tree._classes.DecisionTreeRegressor(1)_min_impurity_decrease0.0
sklearn.tree._classes.DecisionTreeRegressor(1)_min_impurity_splitnull
sklearn.tree._classes.DecisionTreeRegressor(1)_min_samples_leaf1
sklearn.tree._classes.DecisionTreeRegressor(1)_min_samples_split2
sklearn.tree._classes.DecisionTreeRegressor(1)_min_weight_fraction_leaf0.0
sklearn.tree._classes.DecisionTreeRegressor(1)_presort"deprecated"
` for details">sklearn.tree._classes.DecisionTreeRegressor(1)_random_state4614
sklearn.tree._classes.DecisionTreeRegressor(1)_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.

7 Evaluation measures

Mean prior absolute error
1.6358 ± 0.1126
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
1.9819 ± 0.1592
Cross-validation details (10-fold Crossvalidation)