DEVELOPMENT... OpenML
Run
64149

Run 64149

Task 15 (Supervised Classification) breast-w 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)_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
0.9897
Per class
Build CPU time
0.0442
Build memory
607807619.1931
F measure
0.9545
Per class
Kappa
0.8999
KB relative information score
546.8982
Mean absolute error
0.1113
Mean prior absolute error
0.452
Number of instances
699
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.9553
Per class
Predictive accuracy
0.9542
Prior entropy
0.9297
Recall
0.9542
Per class
Relative absolute error
0.2462
Root mean prior squared error
0.4753
Root mean squared error
0.1964
Root relative squared error
0.4133
SciMark benchmark
1225.9989