DEVELOPMENT... OpenML
Run
62801

Run 62801

Task 3717 (Supervised Classification) analcatdata_gsssexsurvey 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
0.5394
Per class
Build CPU time
0.0069
Build memory
1910887408.6038
F measure
0.7121
Per class
Kappa
0.0864
KB relative information score
-10.5992
Mean absolute error
0.3418
Mean prior absolute error
0.3453
Number of instances
159
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.8361
Per class
Predictive accuracy
0.7925
Prior entropy
0.7667
Recall
0.7925
Per class
Relative absolute error
0.9899
Root mean prior squared error
0.4143
Root mean squared error
0.416
Root relative squared error
1.0041
SciMark benchmark
824.2652