DEVELOPMENT... OpenML
Run
64621

Run 64621

Task 3800 (Supervised Classification) fri_c3_500_50 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
0.767
Per class
Build CPU time
0.0333
Build memory
63679635.2
F measure
0.702
Per class
Kappa
0.393
KB relative information score
74.2646
Mean absolute error
0.432
Mean prior absolute error
0.4918
Number of instances
500
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.7123
Per class
Predictive accuracy
0.71
Prior entropy
0.9882
Recall
0.71
Per class
Relative absolute error
0.8783
Root mean prior squared error
0.4959
Root mean squared error
0.451
Root relative squared error
0.9095
SciMark benchmark
1212.2248