DEVELOPMENT... OpenML
Run
62678

Run 62678

Task 3640 (Supervised Classification) disclosure_x_bias 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
0.5494
Per class
Build CPU time
0.0091
Build memory
1515362417.2689
F measure
0.5452
Per class
Kappa
0.09
KB relative information score
7.4898
Mean absolute error
0.4951
Mean prior absolute error
0.4991
Number of instances
662
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.5466
Per class
Predictive accuracy
0.5483
Prior entropy
0.9987
Recall
0.5483
Per class
Relative absolute error
0.9919
Root mean prior squared error
0.4996
Root mean squared error
0.4999
Root relative squared error
1.0008
SciMark benchmark
915.7224