DEVELOPMENT... OpenML
Run
62898

Run 62898

Task 3783 (Supervised Classification) fri_c2_500_50 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
0.8368
Per class
Build CPU time
0.0162
Build memory
1439422980.8
F measure
0.8014
Per class
Kappa
0.595
KB relative information score
199.6417
Mean absolute error
0.3091
Mean prior absolute error
0.4839
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
0.8078
Per class
Predictive accuracy
0.8
Prior entropy
0.9767
Recall
0.8
Per class
Relative absolute error
0.6389
Root mean prior squared error
0.4918
Root mean squared error
0.3886
Root relative squared error
0.7901
SciMark benchmark
1225.9989