DEVELOPMENT... OpenML
Run
64719

Run 64719

Task 3060 (Supervised Classification) squash-stored 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
0.8108
Per class
Build CPU time
0.021
Build memory
743700144
F measure
0.6275
Per class
Kappa
0.3929
KB relative information score
5.6852
Mean absolute error
0.3082
Mean prior absolute error
0.4164
Number of instances
17
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.6877
Per class
Predictive accuracy
0.6471
Prior entropy
1.4782
Recall
0.6471
Per class
Relative absolute error
0.7401
Root mean prior squared error
0.4569
Root mean squared error
0.3981
Root relative squared error
0.8712
SciMark benchmark
1223.0194