DEVELOPMENT... OpenML
Run
64544

Run 64544

Task 3763 (Supervised Classification) chscase_census6 Uploaded 18-11-2014 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)_I160
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
0.4466
Per class
Build CPU time
0.0308
Build memory
2535827803.2
F measure
0.4453
Per class
Kappa
-0.0288
KB relative information score
-6.0241
Mean absolute error
0.4894
Mean prior absolute error
0.4848
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
0.456
Per class
Predictive accuracy
0.5675
Prior entropy
0.978
Recall
0.5675
Per class
Relative absolute error
1.0096
Root mean prior squared error
0.4923
Root mean squared error
0.4988
Root relative squared error
1.0133
SciMark benchmark
1306.6944