DEVELOPMENT... OpenML
Run
64346

Run 64346

Task 3907 (Supervised Classification) mc1 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
0.941
Per class
Build CPU time
0.1802
Build memory
593244359.1151
F measure
0.9892
Per class
KB relative information score
-44822.9164
Mean absolute error
0.0133
Mean prior absolute error
0.0144
Number of instances
9466
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.9857
Per class
Predictive accuracy
0.9928
Prior entropy
0.0622
Recall
0.9928
Per class
Relative absolute error
0.9236
Root mean prior squared error
0.0845
Root mean squared error
0.0818
Root relative squared error
0.969
SciMark benchmark
898.2249