DEVELOPMENT... OpenML
Run
62883

Run 62883

Task 3771 (Supervised Classification) chscase_census3 Uploaded 16-11-2014 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)_I40
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
0.4798
Per class
Build CPU time
0.0067
Build memory
497855557.6
F measure
0.5024
Per class
Kappa
0.0101
KB relative information score
-2.5015
Mean absolute error
0.5015
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
0.5061
Per class
Predictive accuracy
0.51
Prior entropy
0.9989
Recall
0.51
Per class
Relative absolute error
1.0045
Root mean prior squared error
0.4996
Root mean squared error
0.5044
Root relative squared error
1.0097
SciMark benchmark
949.7836