DEVELOPMENT... OpenML
Run
60765

Run 60765

Task 3722 (Supervised Classification) hungarian 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)_I10
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
0.8863
Per class
Build CPU time
0.0014
Build memory
526426347.7007
F measure
0.8056
Per class
Kappa
0.5729
KB relative information score
122.139
Mean absolute error
0.2814
Mean prior absolute error
0.4614
Number of instances
294
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.807
Per class
Predictive accuracy
0.8095
Prior entropy
0.9439
Recall
0.8095
Per class
Relative absolute error
0.6099
Root mean prior squared error
0.4802
Root mean squared error
0.3668
Root relative squared error
0.7639
SciMark benchmark
813.0234