DEVELOPMENT... OpenML
Run
63636

Run 63636

Task 3771 (Supervised Classification) chscase_census3 Uploaded 17-11-2014 by Felicia West
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Flow

weka.Bagging_LWL_DecisionStump(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_LWL_DecisionStump(2)_I80
weka.Bagging_LWL_DecisionStump(2)_P100
weka.Bagging_LWL_DecisionStump(2)_S1
weka.Bagging_LWL_DecisionStump(2)_Wweka.classifiers.lazy.LWL
weka.Bagging_LWL_DecisionStump(2)_num-slots1
weka.LWL_DecisionStump(2)_Atrue
weka.LWL_DecisionStump(2)_K-1
weka.LWL_DecisionStump(2)_U0
weka.LWL_DecisionStump(2)_Wweka.classifiers.trees.DecisionStump

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.4755
Per class
Build CPU time
0.0148
Build memory
1729829601.6
F measure
0.4788
Per class
Kappa
-0.0284
KB relative information score
-3.0154
Mean absolute error
0.5019
Mean prior absolute error
0.4992
Number of instances
400
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.4854
Per class
Predictive accuracy
0.4925
Prior entropy
0.9989
Recall
0.4925
Per class
Relative absolute error
1.0055
Root mean prior squared error
0.4996
Root mean squared error
0.5049
Root relative squared error
1.0105
SciMark benchmark
1306.6944

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